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RNA secondary structural alignment with conditional random fields.

MOTIVATION: The computational identification of non-coding RNA regions on the genome is currently receiving much attention. However, it is essentially harder than gene-finding problems for protein-coding regions because non-coding RNA sequences do not have strong statistical signals. Since comparative sequence analysis is effective for non-coding RNA detection, efficient computational methods are expected for structural alignment of RNA sequences. Several methods have been proposed to accomplish the structural alignment tasks for RNA sequences, and we found that one of the most important points is to estimate an accurate score matrix for calculating structural alignments. RESULTS: We propose a novel approach for RNA structural alignment based on conditional random fields (CRFs). Our approach has some specific features compared with previous methods in the sense that the parameters for structural alignment are estimated such that the model can most probably discriminate between correct alignments and incorrect alignments, and has the generalization ability so that a satisfiable score matrix can be obtained even with a small number of sample data without overfitting. Experimental results clearly show that the parameter estimation with CRFs can outperform all the other existing methods for structural alignments of RNA sequences. Furthermore, structural alignment search based on CRFs is more accurate for predicting non-coding RNA regions than the other scoring methods. These experimental results strongly support our discriminative method employing CRFs to estimate the score matrix parameters. AVAILABILITY: The program which is implemented in C++ is available at http://phmmts.dna.bio.keio.ac.jp/ under the GNU public license.

Base Sequence↗

Deletion analysis of the promoter for the cucumber necrosis virus 0.9-kb subgenomic RNA.

Sequences comprising the core promoter for the cucumber necrosis virus (CNV) 0.9-kb subgenomic RNA have been determined using deletion analysis and site-directed mutagenesis. The deletion studies indicate that the promoter lies within a region located 20 nucleotides upstream and 6 nucleotides downstream and including the subgenomic start site. Sequences further upstream or downstream of the core promoter do not appear to strongly affect promoter activity or viral RNA accumulation. Results of site-directed mutagenesis studies indicate that nucleotides immediately surrounding the subgenomic start site regulate promoter activity. Comparison of sequences within the CNV promoter region with the corresponding region of other tombusviruses shows that the tombusvirus promoter shares a region of near complete identity in 14 of the 26 core promoter nucleotides. Little similarity exists between the CNV 0.9-kb subgenomic RNA promoter and the region surrounding the transcription initiation site for the CNV 2.1-kb subgenomic RNA. Likewise, limited similarity occurs with the 5' region of CNV genomic RNA. Sequences similar to the ICR2-like motifs found in the promoters of several alphavirus-like (supergroup III) plant and animal viruses are not apparent. This study represents the first analysis of a subgenomic promoter from a member of supergroup II of positive-strand RNA viruses.

Base Sequence↗

The 10 S BC-1 ribonucleoprotein particle contains identifier sequence-binding proteins that interact with an array of GCAAG/CTTGC motifs between split promoter sequences for RNA polymerase III.

BC-1 RNA is a brain-specific small RNA transcript of identifier sequences present in the somas and dendrites of neurons. We recently reported that the RNA is complexed with a protein(s) to form a 10 S ribonucleoprotein particle (Kobayashi, S., Goto, S., and Anzai, K. (1991) J. Biol. Chem. 266, 4726-4730). We demonstrate here that this 10 S BC-1 ribonucleoprotein particle contains a DNA-binding protein(s) (Bp-1 protein) capable of interacting with a region between split promoter sequences for RNA polymerase III within the identifier sequences. The region has short inverted repeats: a perfect octanucleotide repeat (GCGCTTGCCTAGCAAGCGC) and an imperfect heptanucleotide repeat (GCCTAGCAAGCGCAAGGC), each of which contains a GCAAG/CTTGC motif. We also demonstrate that the binding of this protein either to the array of pentamer motifs or to BC-1 RNA is mutually exclusive. The molecular masses of photo-cross-linking adducts of Bp-1 protein to a 32P-labeled GCAAG/CTTGC motif-specific probe were estimated to be about 31 and 36 kDa, indicating that two species of Bp-1 proteins may be present in the brain.

Animals↗

In vitro apolipoprotein B mRNA editing: identification of a 27S editing complex.

Specific apolipoprotein B (apoB) mRNA editing can be performed in vitro on apoB RNA substrates. Native gels and glycerol gradient sedimentation have been used to determine the physical properties of the in vitro editing activity in rat liver cytosolic S100 extracts. ApoB RNA substrates were progressively assembled as 27S complexes for 3 hr with similar kinetics as seen for the accumulation of edited RNA. Assembly was not observed on RNAs from apoB deletion constructs that did not support editing. The 27S complex contained both edited and unedited RNA sequences. Inhibition of 27S complex assembly by vanadyl-ribonucleoside complexes was accompanied by inhibition of editing. Based on these data, we propose that the 27S complex is the in vitro "editosome," A "mooring sequence" model for RNA recognition and editosome assembly has been proposed involving RNA sequences flanking the edited nucleotide.

Animals↗

Enzymatic aminoacylation of sequence-specific RNA minihelices and hybrid duplexes with methionine.

RNA hairpin helices whose sequences are based on the acceptor stems of alanine and histidine tRNAs are specifically aminoacylated with their cognate amino acids. In these examples, major determinants for the identities of the respective tRNAs reside in the acceptor stem; the anticodon and other parts of the tRNA are dispensable for aminoacylation. In contrast, the anticodon is a major determinant for the identity of a methionine tRNA. RNA hairpin helices and hybrid duplexes that reconstruct the acceptor-T psi C stem and the acceptor stem, respectively, of methionine tRNA were investigated here for aminoacylation with methionine. Direct visualization of the aminoacylated RNA product on an acidic polyacrylamide gel by phosphor imaging demonstrated specific aminoacylation with substrates that contained as few as 7 base pairs. No aminoacylation with methionine was detected with several analogous RNA substrates whose sequences were based on noncognate tRNAs. While the efficiency of aminoacylation is reduced by orders of magnitude relative to methionine tRNA, the results establish that specific aminoacylation with methionine of small duplex substrates can be achieved without the anticodon or other domains of the tRNA. The results, combined with earlier studies, suggest a highly specific adaptation of the structures of aminoacyl-tRNA synthetases to the acceptor stems of their cognate tRNAs, resulting in a relationship between the nucleotide sequences/structures of small RNA duplexes and specific amino acids.

Base Sequence↗

Intron sequence directs RNA editing of the glutamate receptor subunit GluR2 coding sequence.

The Ca2+ permeability and the rectifying properties of the glutamate receptors assembled from the subunits GluR1-GluR4 depend upon a critical Arg in the GluR2 subunit located in a domain that has been proposed to span the membrane. The GluR2 subunit gene encodes a Gln (CAG) at this position, whereas the mRNA is edited so that it encodes an Arg (CGG) at this position [Sommer, B., Kohler, M., Sprengel, R. & Seeburg, P. H. (1991) Cell 67, 11-20]. The editing process is specific since only the GluR2 subunit RNA is edited even though the GluR1, GluR3, and GluR4 RNAs have a similar sequence. We show that this selective RNA editing depends upon a critical intron sequence in the GluR2 gene. This critical intron sequence is sufficient to cause editing of the GluR3 subunit exon in a chimera minigene constructed so that the GluR3 exon is placed upstream to the GluR2 intron sequence. Transfections of a neuronal cell line, N2a, with minigene constructs encoding different fragments of the GluR2 gene demonstrate that the 5' part of the 3' intron is essential for editing. Part of the exon and this critical intron sequence contains an inverted repeat that can fold into a structure consisting of three helical elements. Similar conclusions were reached by Higuchi, M., Single, F. n., Köhler, M., Sommer, B., Sprengel, R. & Seeburg, P. H. [(1993) Cell 75, 1361-1370]. These experiments demonstrate that the low Ca2+ permeability of the ionotropic non-N-methyl-D-aspartate glutamate receptors depends upon RNA editing, which requires a sequence in an intron 3' to the exon.

Algorithms↗

Conserved and clustered RNA recognition sequences are a critical feature of signals directing RNA localization in Xenopus oocytes.

Although it is widely regarded that the targeting of RNA molecules to subcellular destinations depends upon the recognition of cis-elements found within their 3' untranslated regions (UTR), relatively little is known about the specific features of these cis-sequences that underlie their function. Interaction between specific repeated motifs within the 3' UTR and RNA-binding proteins has been proposed as a critical step in the localization of Vg1 RNA to the vegetal pole of Xenopus oocytes. To understand the relative contributions of repeated localization element (LE) sequences, we used comparative functional analysis of Vg1 LEs from two frog species, Xenopus laevis and Xenopus borealis. We show that clusters of repeated VM1 and E2 motifs are required for efficient localization. However, groups of either site alone are not sufficient for localization. In addition, we present evidence that the X. borealis Vg1 LE is recognized by the same set of RNA-binding proteins as the X. laevis Vg1 LE and is capable of productive interactions with the X. laevis transport machinery as it is sufficient to direct vegetal localization in X. laevis oocytes. These results suggest that clustered sets of cis-acting sites within the LE direct vegetal transport through specific interactions with the localization machinery.

3' Untranslated Regions↗

Reverse Sanger sequencing of RNA by MALDI-TOF mass spectrometry after solid phase purification.

Several DNA/RNA sequencing strategies have been developed using matrix-assisted laser desorption ionization mass spectrometry (MALDI-MS). In the reverse Sanger sequencing approach alpha-thiophosphate-containing NTPs are employed. Sequencing ladders are produced by the subsequent exonuclease cleavage, which is inhibited by the alpha-S-NTP at the 3' terminus. Here the reverse Sanger sequencing of RNA is described. The stability of RNA during the UV-MALDI process is higher relative to DNA, and RNA can be easily synthesized by transcription using bacteriophage RNA polymerase. alpha-S-rNTP was added to the reaction in a ratio of 1:3 to the native rNTPs and was incorporated statistically by the RNA polymerase. Four separate sequence ladders were produced, to avoid the problem of the only 1u mass difference between uridine and cytidine. However, it was shown that RNA transcription does not produce homogeneous transcripts. Therefore isolation of the full-length transcript is required to attain a non-ambiguous interpretation of cleavage spectra. This is achieved by the exclusive immobilization of the full-length transcript on a solid phase. The full-length transcripts were hybridized to magnetic beads, coated with short universal sequences, complementary to the in vitro RNA. After purification and isolation the RNA full-length transcript is cleaved by snake venom phosphodiesterase (SVP) and the obtained sequence ladder is analyzed by MALDI-MS.

RNA↗

Human immunodeficiency virus 1 tat protein binds trans-activation-responsive region (TAR) RNA in vitro.

tat, the trans-activator protein for human immunodeficiency virus 1 (HIV-1), has been expressed in Escherichia coli from synthetic genes. Purified tat binds specifically to HIV-1 trans-activation-responsive region (TAR) RNA in gel-retardation, filter-binding, and immunoprecipitation assays. tat does not bind detectably to antisense TAR RNA sequences, cellular mRNA sequences, variant TAR RNA sequences with altered stem-loop structures, or TAR DNA.

Base Sequence↗

Binding of mRNA by an oligopeptide containing an evolutionarily conserved sequence from RNA binding proteins.

Several proteins with an affinity to RNA contain a conserved sequence of 8 amino acids which is postulated as being important for RNA binding. An oligopeptide of 11 amino acids containing this sequence is shown to bind 32P-labelled globin mRNA in a filter binding assay. High concentrations of heparin compete for this binding. 10 other peptides with different sequences do not exhibit affinity to RNA in this assay. These results support the relevance of the conserved peptide sequence in the binding of proteins to RNA.

Amino Acid Sequence↗

Processing of the ribonucleic acid in the large ribosomal subunits of Urechis caupo.

Ribosomal subunits were isolated from eggs or embryos of Urechis caupo, and the ribonucleic acid (RNA) was characterized by electrophoresis under denaturing conditions. The small ribosomal subunit contains a single 17S RNA sequence with a molecular weight of 6.20 X 10(5). The large ribosomal subunit contains four polynucleotide sequences. The 5S RNA has a molecular weight of 4.09 X 10(4). The 26S RNA complex isolated under nondenaturing conditions dissociates in the presence of formamide to yield a 5.8S RNA, molecular weight 5.46 X 10(4), and two approximately 17S and 17.5S RNA sequences with molecular weights of 6.04 X 10(5) and 6.61 X 10(5). The 17S and 17.5S RNAs of the large ribosomal subunits are formed in vivo from a 26S RNA precursor after assembly of the large ribosomal subunit. Large ribosomal subunits are transferred from the nucleus to the cytoplasm with the 26S RNA precursor intact. The hidden break to form the 17S and 17.5S RNAs is introduced in the cytoplasm. No intact 26S RNA could be detected in polysomes; this indicates that the conversion of the 26S RNA to the 17S and 17.5S RNAs may be required to produce large ribosomal subunits capable of participating in protein synthesis.

Animals↗

Novel coding strategy (ambisense genomic RNA) revealed by sequence analyses of Punta Toro Phlebovirus S RNA.

Sequence analyses of Punta Toro viral S RNA species indicate the existence of a novel coding strategy for RNA viruses that involves both viral complementary and viral sense mRNA species. The Punta Toro nucleocapsid protein (N, 26.9 X 10(3) Da) is coded by a discrete viral complementary mRNA species corresponding to the 3' half of the viral S RNA. A second, presumably nonstructural, gene product (NS, 29.1 X 10(3) Da) is coded by a viral sense mRNA species that corresponds to the 5' half of the viral RNA. The ambisense nature of the S RNA is unique by comparison with any other viral RNA and raises questions concerning the family assignment of phleboviruses.

Amino Acid Sequence↗

Characterization of the structure and variability of an internal region of hepatitis C virus RNA for M1 RNA guide sequence ribozyme targeting.

Accessibility to folded RNA and low potential of variation in the target RNA are crucial requirements for ribozyme therapy against virus infections. In hepatitis C virus (HCV), the sequence of the 5'UTR is conserved but the highly folded RNA structure severely limits the number of accessible sites. To expand investigation of targeting in the HCV genome, we have considered an internal genomic region whose sequence variation has been widely investigated and which has a particularly conserved RNA structure, which makes it accessible to the human RNase P in vitro. We have first mapped the accessibility of the genomic RNA to complementary DNAs within this internal genomic region. We performed a kinetic and thermodynamic study. Accordingly, we have designed and assayed four RNase P M1 RNA guide sequence ribozymes targeted to the selected sites. Considerations of RNA structural accessibility and sequence variation indicate that several target sites should be defined for simultaneous attack.

Base Sequence↗

Perspectives on archaeal diversity, thermophily and monophyly from environmental rRNA sequences.

Phylogenetic analysis of ribosomal RNA sequences obtained from uncultivated organisms of a hot spring in Yellowstone National Park reveals several novel groups of Archaea, many of which diverged from the crenarchaeal line of descent prior to previously characterized members of that kingdom. Universal phylogenetic trees constructed with the addition of these sequences indicate monophyly of Archaea, with modest bootstrap support. The data also show a specific relationship between low-temperature marine Archaea and some hot spring Archaea. Two of the environmental sequences are enigmatic: depending upon the data set and analytical method used, these sequences branch deeply within the Crenarchaeota, below the bifurcation between Crenarchaeota and Euryarchaeota, or even as the sister group to Eukaryotes. If additional data confirm either of the latter two placements, then the organisms represented by these ribosomal RNA sequences would merit recognition as a new kingdom, provisionally named "Korarchaeota."

Archaea↗

U1 RNA-protein complex preferentially binds to both 5' and 3' splice junction sequences in RNA or single-stranded DNA.

We have investigated factors that recognize the splice junctions for mRNA by means of a rapid and sensitive filter binding assay using chemically synthesized single-stranded (ss) DNA (16-21 nucleotides) that includes a splice junction sequence or using RNA transcribed from the DNA. When small nuclear RNA-protein complexes from HeLa cells or rat liver were separated by a DEAE-Sepharose column, U1 RNA-protein complex fractions showed strong binding to ss DNA including a 5' or 3' consensus splice junction sequence. This binding took place in the presence of a large excess of Escherichia coli denatured DNA or RNA, but it was significantly reduced when conserved G-T or A-G within the splice junction was altered. In contrast, the U2 RNA-protein complex fractions did not show significant binding. We also have prepared RNA carrying the splice junction sequence by in vitro transcription of double-stranded splice junction DNA, which was linked to the E. coli lac promoter. By using this RNA, preferential binding to both 5' and 3' splice junction sequences has been confirmed with the partially purified U1 RNA-protein complex fraction described above. When the U1 RNA-protein complex is highly purified, it always retains a strong binding activity for a 5' splice junction. The binding activity for a 3' splice junction is partly or mostly lost during purification. These results strongly suggest that the U1 RNA-protein complex and/or an associated factor participates in the recognition of both 5' and 3' splice junctions.

Animals↗

The phylogenetic positions of three Basal-hexapod groups (protura, diplura, and collembola) based on ribosomal RNA gene sequences.

This study combined complete 18S with partial 28S ribosomal RNA gene sequences ( approximately 2,000 nt in total) to investigate the relations of basal hexapods. Ten species of Protura, 12 of Diplura, and 10 of Collembola (representing all subgroups of these three clades) were sequenced, along with 5 true insects and 8 other arthropods, which served as out-groups. Trees were constructed with maximum parsimony, maximum likelihood, Bayesian analysis, and minimum-evolution analysis of LogDet-transformed distances. All methods yielded strong support for a clade of Protura plus Diplura, here named Nonoculata, and for monophyly of the Diplura. Parametric-bootstrapping analysis showed our data to be inconsistent with previous hypotheses (P < 0.01) that joined Protura with Collembola (Ellipura), that said Diplura are sister to true insects or are diphyletic, and that said Collembola are not hexapods. That is, our data are consistent with hexapod monophyly and Collembola grouped weakly with "Protura + Diplura" under most analytical conditions. As a caveat to the above conclusions, the sequences showed nonstationarity of nucleotide frequencies across taxa, so the CG-rich sequences of the diplurans and proturans may have grouped together artifactually; however, the fact that the LogDet method supported this group lessens this possibility. Within the basal hexapod groups, where nucleotide frequencies were stationary, traditional taxonomic subgroups generally were recovered: i.e., within Protura, the Eosentomata and Acerentomata (but Sinentomata was not monophyletic); within Collembola, the Arthropleona, Poduromorpha, and Entomobryomorpha (but Symphypleona was polyphyletic); and in Diplura, the most complete data set (> 2,100 nt) showed monophyly of Campodeoidea and of Japygoidea, and most methods united Projapygoidea with Japygoidea.

Animals↗

Sequence alignment of 18S ribosomal RNA and the basal relationships of Adephagan beetles: evidence for monophyly of aquatic families and the placement of Trachypachidae.

Current hypotheses regarding family relationships in the suborder Adephaga (Coleoptera) are conflicting. Here we report full-length 18S ribosomal RNA sequences of 39 adephagans and 13 outgroup taxa. Data analysis focused on the impact of sequence alignment on tree topology, using two principally different approaches. Tree alignments, which seek to minimize indels and substitutions on the tree in a single step, as implemented in an approximate procedure by the computer program POY, were contrasted with a more traditional procedure based on alignments followed by phylogenetic inference based on parsimony, likelihood, and distance analyses. Despite substantial differences between the procedures, phylogenetic conclusions regarding basal relationships within Adephaga and relationships between the four suborders of Coleoptera were broadly similar. The analysis weakly supports monophyly of Adephaga, with Polyphaga usually as its sister, and the two small suborders Myxophaga and Archostemata basal to them. In some analyses, however, Polyphaga was reconstructed as having arisen from within Hydradephaga. Adephaga generally split into two monophyletic groups, corresponding to the terrestrial Geadephaga and the aquatic Hydradephaga, as initially proposed by Crowson in 1955, consistent with a single colonization of the aquatic environment by adephagan ancestors and contradicting the recent proposition of three independent invasions. A monophyletic Hydradephaga is consistently, though not strongly, supported under most analyses, and a parametric bootstrapping test significantly rejects an hypothesis of nonmonophyly. The enigmatic Trachypachidae, which exhibit many similarities to aquatic forms but whose species are entirely terrestrial, were usually recovered as a basal lineage within Geadephaga. Strong evidence opposes the view that terrestrial trachypachids are related to the dytiscoid water beetles.

Animals↗

SP6 RNA polymerase efficiently synthesizes RNA from short double-stranded DNA templates.

SP6 DNA-dependent RNA polymerase, like T7 RNA polymerase, can be used to synthesize RNA sequences from short DNA templates which contain the 18 base pair promoter region. Use of SP6 polymerase extends the range of possible 5' sequences of RNA products, since the preferred SP6 start site (of the RNA product) is 5'GAAGA, while T7 polymerase prefers 5'GGGAG. The SP6 start site can be advantageous in large-scale syntheses where high concentrations of RNA can lead to aggregation. Using the limited number of DNA templates described here, there appears to be a significant difference between the two enzymes: SP6 polymerase requires a complete duplex DNA substrate for efficient synthesis, unlike the T7 enzyme which works efficiently when only the 18 base promoter region is double-stranded. SP6 polymerase consistently produces higher yields of RNA than does T7 polymerase, and the reactions can be easily scaled up to produce milligram quantities of RNA.

Bacteriophage T7↗