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A dynamic programming algorithm for RNA structure prediction including pseudoknots.

We describe a dynamic programming algorithm for predicting optimal RNA secondary structure, including pseudoknots. The algorithm has a worst case complexity of O(N6) in time and O(N4) in storage. The description of the algorithm is complex, which led us to adopt a useful graphical representation (Feynman diagrams) borrowed from quantum field theory. We present an implementation of the algorithm that generates the optimal minimum energy structure for a single RNA sequence, using standard RNA folding thermodynamic parameters augmented by a few parameters describing the thermodynamic stability of pseudoknots. We demonstrate the properties of the algorithm by using it to predict structures for several small pseudoknotted and non-pseudoknotted RNAs. Although the time and memory demands of the algorithm are steep, we believe this is the first algorithm to be able to fold optimal (minimum energy) pseudoknotted RNAs with the accepted RNA thermodynamic model.

Algorithms↗

Modern methods for probing RNA structure.

Molecular biologists have been remarkably successful in dividing large RNAs into small functional modules manageable for NMR and X-ray studies. At the same time biophysical, biochemical and genetic tools in RNA structure determination have reached a level of sophistication, at which we start to see a glimpse of molecular dynamics and the mechanism of RNA mediated catalysis.

Biochemistry↗

RNA structural patterns and splicing: molecular basis for an RNA-based enhancer.

Efficient splicing of the 325-nt yeast (Saccharomyces cerevisiae) rp51b intron requires the presence of two short interacting sequences located 200 nt apart. We used the powerful technique of randomization-selection to probe the overall structure of the intron and to investigate its role in pre-mRNA splicing. We identified a number of alternative RNA-RNA interactions in the intron that promote efficient splicing, and we showed that similar base pairings can also improve splicing efficiency in artificially designed introns. Only a very limited amount of structural information is necessary to create or maintain such a mechanism. Our results suggest that the base pairing contributes transiently to the spliceosome assembly process, most likely by complementing interactions between splicing factors. We propose that splicing enhancement by structure represents a general mechanism operating in large yeast introns that evolutionarily preceded the protein-based splicing enhancers of higher eukaryotes.

Base Sequence↗

RNA structure adjacent to the attenuation determinant in the 5'-non-coding region influences poliovirus viability.

In attenuated Sabin strains, point mutations within stem-loop V of the 5'-non-coding region (NCR) reduce neurovirulence and cell-specific cap-independent translation. The stem-loop V attenuation determinants lie within the highly structured internal ribosome entry site. Although stem-loop V Sabin mutations have been proposed to alter RNA secondary structure, efforts to identify such conformational changes have been unsuccessful. A previously described linker-scanning mutation (X472) modified five nucleotides adjacent to the attenuation determinant at nt 480 [for poliovirus (PV) type 1]. Transfection of X472 RNA generated only pseudo-revertants in HeLa (cervical carcinoma) or SK-N-SH (neuroblastoma) cells. Pseudo-revertants from both cell types contained nucleotide changes within the X472 linker. In addition, some neuroblastoma-isolated revertants revealed second site mutations within the pyrimidine-rich region located approximately 100 nt distal to the original lesion. Enzymatic RNA structure probing determined that the X472 linker substitution did not disrupt the overall conformation of stem-loop V but abolished base pairing adjacent to the attenuation determinant. Our analyses correlated increased base pairing proximal to the stem-loop V attenuation determinant with growth of X472 revertant RNAs (measured by northern blot analysis). Potential roles of second site mutations in the pyrimidine-rich region are discussed. In addition, our enzymatic structure probing results are shown on a consensus secondary structure model for stem-loop V of the PV 5'-NCR.

5' Untranslated Regions↗

Regulation of the Escherichia coli secA gene is mediated by two distinct RNA structural conformations.

Expression from the secA gene, encoding a key component of the general secretory pathway of Escherichia coli, is influenced by the secretion status of the cell, autogenous translational repression, and translational coupling to the upstream gene, X. SecA binds to its mRNA in a region overlapping its ribosome binding site, thus competing with ribosomes that would initiate secA translation. Mapping of the geneX-secA mRNA secondary structure has demonstrated that the RNA can adopt two distinct conformations in solution. The first conformation arises from the base-pairing of the secA Shine-Dalgarno (SD) sequence with the geneX terminus. The second conformation, in which the secA SD sequence is no longer paired with the geneX terminus, contains a GC-rich stem upstream of the secA SD sequence. The presence of this GC-rich stem is supported by structure mapping of a mutant RNA containing a deletion in the geneX terminus. The former structure appears to be involved in translational coupling by directly linking the geneX and secA sequences, where geneX translation activates secA translational initiation through the unpairing and unmasking of the secA SD sequence. As indicated by SecA-RNA binding assays, the latter structure is probably involved in SecA binding and translational repression of the secA gene. The stabilizing effect of magnesium ions toward occlusion of the secA SD sequence supports the presence of RNA tertiary structure in this regulatory domain.

Adenosine Triphosphatases↗

Analysis of formaldehyde-induced Adh mutations in Drosophila by RNA structure mapping and direct sequencing of PCR-amplified genomic DNA.

Two formaldehyde-induced mutations at the Drosophila Adh locus (Adhfn45 and Adhfn46) were analyzed by determining RNA structures at different developmental stages, polymerase chain reaction (PCR) amplification of the affected genomic regions, and direct sequencing of the resulting double-stranded DNA fragments. Adhfn46 adults and larvae accumulate abundant ADH-like distal (adult) and proximal (larval) transcripts that are shorter than transcripts in wild-type flies by a lesion located in the second ADH protein-coding exon. Direct sequencing of the amplified DNA region showed that Adhfn46 contains a 69-bp in-frame deletion that removes 23 amino acids near one border of the second exon. Consistent with these findings, we observed a shorter ADHfn46 protein present at only 3% of wild-type levels. In contrast, Adhfn45 adults and larvae accumulate much smaller amounts of ADH-like distal and proximal transcripts. Both RNAs have an identical aberration in RNA splicing of the 65-base intron sequence. Direct sequencing of the amplified mutated DNA region showed that Adhfn45 contains a 21-bp deletion that removed and rearranged DNA at the 5' splice junction of the 65-bp intron. No ADH cross-reacting material is detected in Adhfn45 flies. Direct-repeat sequences (3-11 bp) are present flanking and within the mutated DNA regions. The patterns of DNA deletion and deletion accompanied by sequence addition at the mutant sites suggest a slipped mispairing mechanism during DNA replication or repair that involves local DNA homology.

Alcohol Dehydrogenase↗

The FOLDALIGN web server for pairwise structural RNA alignment and mutual motif search.

Foldalign is a Sankoff-based algorithm for making structural alignments of RNA sequences. Here, we present a web server for making pairwise alignments between two RNA sequences, using the recently updated version of foldalign. The server can be used to scan two sequences for a common structural RNA motif of limited size, or the entire sequences can be aligned locally or globally. The web server offers a graphical interface, which makes it simple to make alignments and manually browse the results. The web server can be accessed at http://foldalign.kvl.dk.

Algorithms↗

Fluorescence studies of DNA and RNA structure and dynamics.

Fluorescence spectroscopy is increasingly being used as a technique for probing the structure and dynamics of nucleic acids. Recently, fluorescence methods have been used to elucidate the three-dimensional arrangement of complex DNA and RNA structures, characterize structural perturbations resulting from base bulges in helices and junctions, determine helical handedness in solution, and analyze the protein-induced melting of DNA.

DNA↗

Dynamics of nascent mRNA folding and RNA-protein interactions: an alternative TAR RNA structure is involved in the control of HIV-1 mRNA transcription.

HIV-1 Tat protein regulates transcription elongation by binding to the 59 nt TAR RNA stem-loop structure transcribed from the HIV-1 5' long terminal repeat (5'-LTR). This established Tat-TAR interaction was used to investigate mRNA folding and RNA-protein interactions during early transcription elongation from the HIV-1 5'-LTR. Employing a new site-specific photo-cross-linking strategy to isolate transcription elongation complexes at early steps of elongation, we found that Tat interacts with HIV-1 transcripts before the formation of full-length TAR (TAR59). Analysis of RNA secondary structure by free energy profiling and ribonuclease digestion indicated that nascent transcripts folded into an alternative TAR RNA structure (TAR31), which requires only 31 nt to form and includes an analogous Tat-binding bulge structure. Functionally, TAR31, similar to TAR59, acts as a transcriptional terminator in vitro, and mRNA expression from TAR31-deficient HIV-1 5'-LTR mutant promoters is significantly decreased. Our results support a role for TAR31 in the control of HIV-1 mRNA transcription and we propose that this structure is important to stabilize the short early transcripts before the transcription complex commits for processive elongation. Overall, this study demonstrates that RNA folding during HIV-1 transcription is dynamic and that as the nascent RNA chain grows during transcription, it folds into a number of conformations that function to regulate gene expression. Finally, our results provide a new experimental strategy for studying mRNA conformation changes during transcription that can be applied to investigate the folding and function of nascent RNA structures transcribed from other promoters.

Gene Products, tat↗

The rhinovirus type 14 genome contains an internally located RNA structure that is required for viral replication.

Cis-acting RNA signals are required for replication of positive-strand viruses such as the picornaviruses. Although these generally have been mapped to the 5' and/or 3' termini of the viral genome, RNAs derived from human rhinovirus type 14 are unable to replicate unless they contain an internal cis-acting replication element (cre) located within the genome segment encoding the capsid proteins. Here, we show that the essential cre sequence is 83-96 nt in length and located between nt 2318-2413 of the genome. Using dicistronic RNAs in which translation of the P1 and P2-P3 segments of the polyprotein were functionally dissociated, we further demonstrate that translation of the cre sequence is not required for RNA replication. Thus, although it is located within a protein-coding segment of the genome, the cre functions as an RNA entity. Computer folds suggested that cre sequences could form a stable structure in either positive- or minus-strand RNA. However, an analysis of mutant RNAs containing multiple covariant and non-covariant nucleotide substitutions within these putative structures demonstrated that only the predicted positive-strand structure is essential for efficient RNA replication. The absence of detectable minus-strand synthesis from RNAs that lack the cre suggests that the cre is required for initiation of minus-strand RNA synthesis. Since a lethal 3' noncoding region mutation could be partially rescued by a compensating mutation within the cre, the cre appears to participate in a long-range RNA-RNA interaction required for this process. These data provide novel insight into the mechanisms of replication of a positive-strand RNA virus, as they define the involvement of an internally located RNA structure in the recognition of viral RNA by the viral replicase complex. Since internally located RNA replication signals have been shown to exist in several other positive-strand RNA virus families, these observations are potentially relevant to a wide array of related viruses.

Amino Acid Sequence↗

Enumeration of RNA structures by matrix models.

We enumerate the number of RNA contact structures according to their genus, i.e., the topological character of their pseudoknots. By using a recently proposed matrix model formulation for the RNA folding problem, we obtain exact results for the simple case of an RNA molecule with an infinitely flexible backbone, in which any arbitrary pair of bases is allowed. We analyze the distribution of the genus of pseudoknots as a function of the total number of nucleotides along the phosphate-sugar backbone.

Models, Chemical↗

[Model of genes expression regulation in bacteria by means of formation of secondary RNA structures].

In this article a model, first, classical attenuation RNA regulation of gene expression by means of transcription termination is offered. The model bases on representation about a macrostate of secondary structure in RNA regulatory region between a ribosome and a RNA polymerase, on the formulas of a resonant type defining the value of deceleration of a RNA polymerase by a set of hairpins in the same region. The special attention is given to selection of parameters of model. To check of model the computer simulation is carried out and the dependences of transcription termination probability from the value of concentration charged tRNA are obtained, in particular, and from concentration of amino acid for many regulatory regions in genomes of bacteria (here data are presented for trpE genes in Streptomyces spp., Bradyrhizobium japonicum and Escherichia coli) and at various values of three parameters, which authors consider as the main. The obtained dependences are compounded with the accessible experimental data; including, under the form of the graphs concerning to activity of an enzyme depending on concentration of amino acid (for example, anthranilate synthase from tryptophan in S. venezuela). One possible usage: now attenuation is predicted usually by means of multiple alignment, it needs some sequences; the obtaining with the help of model on an individual sequence characteristic for attenuation or its absence of a curve at approaching parameters could be considered as argument for the benefit of presence or absence of attenuation.

Bacteria↗

A conserved RNA structure (thi box) is involved in regulation of thiamin biosynthetic gene expression in bacteria.

The thiCOGE genes of Rhizobium etli code for enzymes involved in thiamin biosynthesis. These genes are transcribed with a 211-base untranslated leader that contains the thi box, a 38-base sequence highly conserved in the 5' regions of thiamin biosynthetic and transport genes of Gram-positive and Gram-negative organisms. A deletion analysis of thiC-lacZ fusions revealed an unexpected relationship between the degree of repression shown by the deleted derivatives and the length of the thiC sequences present in the transcript. Three regions were found to be important for regulation: (i) the thi box sequence, which is absolutely necessary for high-level expression of thiC; (ii) the region immediately upstream to the translation start codon of thiC, which can be folded into a stem-loop structure that would mask the Shine-Dalgarno sequence; and (iii) the proximal part of the coding region of thiC, which was shown to contain a putative Rho-independent terminator. A comparative phylogenetic analysis revealed a possible folding of the thi box sequence into a hairpin structure composed of a hairpin loop, two helices, and an interior loop. Our results show that thiamin regulation of gene expression involves a complex posttranscriptional mechanism and that the thi box RNA structure is indispensable for thiCOGE expression.

5' Untranslated Regions↗

Nucleotide sequence of a single-stranded RNA phage from Pseudomonas aeruginosa: kinship to coliphages and conservation of regulatory RNA structures.

We report the complete nucleotide sequence of the single-stranded RNA phage PP7 from Pseudomonas aeruginosa. There are three open reading frames which code for apparent protein homologues of the single-stranded RNA coliphages, i.e., maturation protein, coat protein, and replicase. A fourth overlapping reading frame exists that probably encodes a lysis protein, similar to what has been found in the group A coliphages such as MS2. The genetic map of PP7 is colinear with group A coliphages and we accordingly classify the phage as a levivirus. There is, generally speaking, no significant nucleotide sequence identity between PP7 and the coliphages except for a few regions where homologous parts of proteins are encoded, most notable in the replicase gene. In these regions the nucleotide sequence similarity between PP7 and MS2 is no greater than between PP7 and the group B coliphages such as Q beta. Surprisingly, Q beta and MS2 are no closer to each other than they are to PP7. Several regulatory RNA secondary structure features that are present in the coliphages were identified also in PP7 RNA although the sequences involved cannot be aligned. Among these are the coat protein binding helix at the start of the replicase gene, structures at the 5' and 3' terminus of the RNA, a replicase binding site, and the structure of the coat protein cistron start. Some of these features resemble MS2 type coliphages but others the Q beta type. These findings suggest that PP7 is related to the coliphages but branched off before the coliphages diverged into separate groups.

Amino Acid Sequence↗

The hepatitis B virus pregenome: prediction of RNA structure and implications for the emergence of deletions.

The terminally redundant pregenomic RNA of human hepatitis B virus (HBV) comprises some 3,330 nucleotides and is a replicative intermediate in the production of the circular DNA genome. Deletions are known to arise in the HBV genome during the course of chronic infection and are sometimes associated with interferon therapy. These deletions are limited to small parts of the genome such as the 357-nucleotide pre-S1 region. Long RNA molecules such as the HBV pregenome have considerable structural flexibility and will undergo secondary structure shifts between energetically favourable states in a continuous and semi-random fashion. Since prediction of structure elements that are highly conserved in different forms of one RNA molecule is now feasible by computer modelling, we have analysed the whole HBV pregenome by two different RNA structure prediction algorithms and by new methods that exploit these algorithms. Significantly, the ends of pregenomic RNA were predicted to undergo both short-range and long-range interactions, which has relevance to our knowledge of the virus replicative cycle. By incorporating phylogenetic information relating to the 6 recognised genotypes of HBV, it was possible to highlight short secondary structures that may be common to all HBV strains. For example, although the pre-S1 region was predicted to undergo local folding of a loosely defined nature, most observed pre-S1 deletions mapped to all or part of an arm carrying a better-defined structure. The loss of such sequences may be mechanistically attributable to polymerase skipping during reverse transcription, and the possible advantages of such deletions are considered.

Algorithms↗

A strategy of tRNA recognition that includes determinants of RNA structure.

Recognition of tRNAs by aminoacyl tRNA synthetases establishes the connection between amino acids and anticodon triplets of the genetic code. Although anticodons and nucleotides adjacent to the amino acid attachment site are generally important, the tertiary structural framework of tRNAs has recently been implicated to have a role in tRNA recognition. A G15:G48 tertiary hydrogen base pair of E. coli tRNA(Cys) is important for recognition of the tRNA by cysteine tRNA synthetase. This base pair is proposed to consist of N2:N3, rather than N1:O6, hydrogen bonds. The reproduction of the hydrogen pairing scheme of tRNA(Gly). This reproduction required an A13:A22 mismatch in the dihyrouridine stem. To determine if A13:A22 is a determinant of the structural features of G15:G48, we investigated the A15:U48 and A15:A48 variants of tRNA(Gly) which harbored specific substitutions of A13:A22. We show here that introduction of A13:A22 to both tRNA frameworks confers structural features similar to those of G15:G48 in E. coli tRNA(Cys). These structural features are accompanied by efficient recognition of both tRNAs by cysteine tRNA synthetase. Substitution of A13:A22 with U13:A22 alters the structural features at 15:48 and impairs tRNA recognition. The dependence on A13:22 for tRNA recognition has a distinct similarity to that of E. coli tRNA(Cys) and to that of the G15:G48 variant of tRNA(Gly). The results have implications for the design and manipulation of RNA structural elements as the basis for tRNA recognition.

Acetylation↗

Interactions between highly conserved U2 small nuclear RNA structures and Prp5p, Prp9p, Prp11p, and Prp21p proteins are required to ensure integrity of the U2 small nuclear ribonucleoprotein in Saccharomyces cerevisiae.

Binding of U2 small nuclear ribonucleoprotein (snRNP) to the pre-mRNA is an early and important step in spliceosome assembly. We searched for evidence of cooperative function between yeast U2 small nuclear RNA (snRNA) and several genetically identified splicing (Prp) proteins required for the first chemical step of splicing, using the phenotype of synthetic lethality. We constructed yeast strains with pairwise combinations of 28 different U2 alleles with 10 prp mutations and found lethal double-mutant combinations with prp5, -9, -11, and -21 but not with prp3, -4, -8, or -19. Many U2 mutations in highly conserved or invariant RNA structures show no phenotype in a wild-type PRP background but render mutant prp strains inviable, suggesting that the conserved but dispensable U2 elements are essential for efficient cooperative function with specific Prp proteins. Mutant U2 snRNA fails to accumulate in synthetic lethal strains, demonstrating that interaction between U2 RNA and these four Prp proteins contributes to U2 snRNP assembly or stability. Three of the proteins (Prp9p, Prp11p, and Prp21p) are associated with each other and pre-mRNA in U2-dependent splicing complexes in vitro and bind specifically to synthetic U2 snRNA added to crude splicing extracts depleted of endogenous U2 snRNPs. Taken together, the results suggest that Prp9p, -11p, and -21p are U2 snRNP proteins that interact with a structured region including U2 stem loop IIa and mediate the association of the U2 snRNP with pre-mRNA.

Base Sequence↗

The UAA/GAN internal loop motif: a new RNA structural element that forms a cross-strand AAA stack and long-range tertiary interactions.

Analysis of aligned RNA sequences and high-resolution crystal structures has revealed a new RNA structural element, termed the UAA/GAN motif. Found in internal loops of the 23 S rRNA, as well as in RNase P RNA and group I and II introns, this six-nucleotide motif adopts a distinctive local structure that includes two base-pairs with non-canonical conformations and three conserved adenine bases, which form a cross-strand AAA stack in the minor groove. Most importantly, the motif invariably forms long-range tertiary contacts, as the AAA stack typically forms A-minor interactions and the flipped-out N nucleotide forms additional contacts that are specific to the structural context of each loop. The widespread presence of this motif and its propensity to form long-range contacts suggest that it plays a critical role in defining the architectures of structured RNAs.

Bacterial Proteins↗