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Dogme: a nextflow pipeline for reprocessing nanopore RNA and DNA modifications.

MOTIVATION: Oxford Nanopore (ONT) sequencing allows for the direct detection of RNA and DNA modifications from unamplified nucleic acids, which is a significant advantage over other platforms. However, the rapid updates to ONT basecalling models and the evolving landscape of computational tools for modification detection bring about challenges for reproducible and standardized analyses. To address these challenges, we developed Dogme to automate basecalling, alignment, modification detection, and transcript quantification. Dogme automates the reprocessing of ONT POD5 files by integrating basecalling using Dorado, read mapping using minimap2 and subsequent analysis steps such as running modkit. The pipeline supports three major types of sequencing data-direct RNA (dRNA), complementary DNA (cDNA), and genomic DNA (gDNA). Dogme facilitates detection of diverse RNA modifications supported by Dorado such as N6-methyladenosine (m6A), 5-methylcytosine (m5C), inosine, pseudouridine, 2'-O-methylation (Nm) and DNA methylation, while concurrently quantifying full-length transcript isoforms LR-Kallisto for transcript quantification for dRNA and cDNA. RESULTS: We applied Dogme to three separate mouse C2C12 myoblast replicates using direct RNA sequencing on MinION flow cells. We detected 96 603 m6A, 43 476 m5C, 8829 inosine, 10 055 pseudouridine, and 30 320 Nm sites in three biological replicates. The pipeline produced reproducible modification profiles and transcript expression levels across replicates, demonstrating its utility for integrative long-read transcriptomic and epigenomic analyses. AVAILABILITY AND IMPLEMENTATION: Dogme is implemented in Nextflow and is freely available under the MIT license at https://github.com/mortazavilab/dogme, with documentation provided for installation and usage.

RNA↗

Sequence and structural requirements for optimal guide RNA-directed insertional editing within Leishmania tarentolae.

The coding sequence of several mitochondrial mRNAs of the trypanosomatid family of protozoa is created by the guide RNA-directed insertion and deletion of uridylates (Us). Selection-amplification was used to explore the sequence and structure of the guide RNA and mRNA required for efficient insertional editing within a mitochondrial extract prepared from Leishmania tarentolae. This study identifies several novel features of the editing reaction in addition to several that are consistent with the previous mutagenesis and phylogenetic analysis of the reaction in Trypanosoma brucei, a distantly related trypanosomatid. Specifically, there is a strong bias against cytidines 5' of the editing sites and guanosines immediately 3' of guiding nucleotides. U insertions are directed both 5' and 3' of a genomically encoded U, which was previously assumed not to occur. Base pairing immediately flanking an editing site can significantly stimulate the editing reaction and affect the reaction fidelity but is not essential. Likewise, single-stranded RNA in the region upstream of the editing site, not necessarily immediately adjacent, can facilitate editing but is also not essential. The editing of an RNA containing many of the optimal features is linear with increasing quantities of extract permitting specific activity measurements to be made that are not possible with previously described T. brucei and L. tarentolae assays. The reaction catalyzed by the L. tarentolae extract can be highly accurate, which does not support a proposed model for editing that was based largely on the inaccuracy of an earlier in vitro reaction.

Animals↗

Nucleotide sequence at the 3' end of Japanese encephalitis virus genomic RNA.

Japanese encephalitis (JE) virus genomic RNAs were purified from virions. Two hundred nucleotides at the 3' end of JE virus genomic RNA were directly sequenced by using reverse transcriptase. The nucleotide sequence at the 3' end of the viral RNA was conserved among four kinds of JE virus strains. The sequence has no AU-rich region that is present at the 3' termini of alphavirus RNAs. We also compared the nucleotide sequences at the 3' ends of RNAs from three different flaviviruses and found several common sequence elements. A secondary structure at the 3' end of JE virus genomic RNA was proposed that may be common among flavivirus genomic RNAs. Such structures and other common stretches of nucleotide sequences may be related to the biological properties of flaviviruses.

Base Sequence↗

EIAV genomic organization: further characterization by sequencing of purified glycoproteins and cDNA.

Nucleotide sequence analyses of two different proviral clones of equine infectious anemia virus (EIAV), designated lambda 12 (K. Rushlow et al., 1986, Virology 155, 309-321) and 1369 (T. Kawakami et al., 1987, Virology 158, 300-312), indicate significant differences in the organization of two critical regions of the viral genome, i.e., in the short open reading frames in the pol-env intergenic region and in the 5'-end of the env gene. To determine the correct structure of the EIAV genome, we have performed nucleotide sequence analyses of cDNA clones produced from viral RNA and direct sequencing of purified EIAV envelope glycoproteins (gp90 and gp45). The results of the cDNA sequencing confirm the presence of two short open reading frames in the pol-env intergenic region, as reported previously for the lambda 12 clone. The protein sequencing data correlated exactly with the amino-terminal sequences of gp90 and gp45 deduced from lambda 12 nucleotide sequences. However, the protein sequencing also revealed that the putative signal sequence of EIAV gp90 is not removed during processing. Thus, EIAV apparently contains short open reading frames analogous to human immunodeficiency virus, but differs in its mode of env polyprotein processing.

Amino Acid Sequence↗

Phased adenine tracts in double-stranded RNA do not induce sequence-directed bending.

Tracts of four to six adenines phased with the DNA helix produce a sequence-directed bending of the helix axis. Here, using gel electrophoresis and electron microscopy (EM), we have asked whether a similar motif will induce bending in a duplex RNA helix. Single-stranded RNAs were transcribed either from short synthetic DNA templates or from Crithidia fasciculata kinetoplast bent DNA, and the complementary single-stranded RNAs were annealed to produce duplex RNA molecules containing blocks of four to six adenines. Electrophoresis on polyacrylamide gels revealed no retardation of the RNAs containing phased blocks of adenines relative to duplex RNAs lacking such blocks. Examination by EM showed most of the molecules to be straight or only slightly bent. Thus, in contrast to DNA duplexes, phased adenine tracts do not induce sequence-directed bending in double-stranded RNA. Analysis of the distribution of molecule shapes for the highly bent C. fasciculata DNA showed that the adenine blocks do not act cooperatively to induce DNA bending and that the molecules must equilibrate between a spectrum of bent shapes.

Animals↗

Primer-independent RNA sequencing with bacteriophage phi6 RNA polymerase and chain terminators.

Here we propose a new general method for directly determining RNA sequence based on the use of the RNA-dependent RNA polymerase from bacteriophage phi6 and the chain terminators (RdRP sequencing). The following properties of the polymerase render it appropriate for this application: (1) the phi6 polymerase can replicate a number of single-stranded RNA templates in vitro. (2) In contrast to the primer-dependent DNA polymerases utilized in the sequencing procedure by Sanger et al. (Proc Natl Acad Sci USA, 1977, 74:5463-5467), it initiates nascent strand synthesis without a primer, starting the polymerization on the very 3'-terminus of the template. (3) The polymerase can incorporate chain-terminating nucleotide analogs into the nascent RNA chain to produce a set of base-specific termination products. Consequently, 3' proximal or even complete sequence of many target RNA molecules can be rapidly deduced without prior sequence information. The new technique proved useful for sequencing several synthetic ssRNA templates. Furthermore, using genomic segments of the bluetongue virus we show that RdRP sequencing can also be applied to naturally occurring dsRNA templates. This suggests possible uses of the method in the RNA virus research and diagnostics.

Bacteriophage phi 6↗

Apolipoprotein B mRNA editing is an intranuclear event that occurs posttranscriptionally coincident with splicing and polyadenylation.

The subcellular compartment in which apolipoprotein (apo) B mRNA is edited is unknown. We studied the site of endogenous apoB mRNA editing and correlated the extent of editing with mRNA maturation in the rat liver. RNA editing activity was demonstrated in both nuclear and cytoplasmic extracts. The specific activity of the editing activity was 5.5-fold higher in the nuclear extract, which was not accounted for by activators, inhibitors, or modulators. However, the total editing activity was 3.1 times higher in the cytoplasmic extract. Highly purified rat liver nuclear apoB mRNA contained 17.3 +/- 1.45% edited sequences compared with 56 +/- 2.5% and 62.15 +/- 6.2% edited sequences in hepatic total and polysomal RNAs, respectively. Because of the significant extent of editing of total nuclear RNA, we fractionated it into a poly(A-) and poly(A+) fraction. While the poly(A-) nuclear fraction contained only 10.4 +/- 1.1% edited sequences, which represents a maximum estimate, the poly(A+) nuclear apoB mRNA contained 50 +/- 1.8% edited sequences, a value very similar to that for polysomal RNA. By direct sequencing of cDNA and genomic clones, we found that as in the case of the human apoB gene, the rat apoB gene contains an intron 25 immediately upstream of the edited exon 26. Using this information, we developed a method to examine in a highly selective manner apoB mRNA that is present in the nucleus before splicing of intron 25 and after splicing of this intron. The unspliced nuclear pre-mRNA contained 7.4 +/- 0.2% edited sequences compared with 51.0 +/- 0.9% edited sequences in the spliced nuclear apoB mRNA. Furthermore, in the poly(A-) pool of apoB pre-mRNA, unspliced nuclear pre-mRNA contained hardly any (1.56%) edited sequences, and the spliced nuclear pre-mRNA contained 7.8 +/- 0.6% edited mRNA. In the poly(A+) fraction, unspliced nuclear pre-mRNA had 25.4 +/- 0.05% and spliced nuclear mRNA 53 +/- 0.6% of its apoB mRNA in an edited form. We conclude that in the rat liver apoB mRNA editing is not a cotransciptional event. It occurs posttranscriptionally, but the process is essentially complete in the spliced polyadenylated apoB mRNA before it leaves the nucleus. Little, if any, additional editing occurs in the cytoplasmic compartment.

Animals↗

Requirements for the self-directed replication of flock house virus RNA 1.

The larger segment (RNA 1) of the bipartite, positive-sense RNA genome of the nodavirus flock house virus encodes the viral RNA-dependent RNA polymerase. Two nonstructural viral proteins are made during the self-directed replication of this RNA: protein A (110 kDa), the translation product of RNA 1 itself, and protein B (11 kDa), the translation product of a subgenomic RNA (RNA 3) that is produced from RNA 1 during replication. To examine the roles of these proteins in RNA replication, specialized T7 transcription plasmids that contained wild-type or mutant copies of flock house virus RNA 1 cDNA were constructed and used in cells infected with the vaccinia virus-T7 RNA polymerase recombinant to make full-length transcripts that directed their own replication. Sequences in the primary transcripts that extended beyond the ends of the authentic RNA 1 sequence inhibited self-directed RNA replication, but plasmids that were constructed to minimize these terminal extensions produced primary transcripts that replicated as abundantly as authentic RNA 1. Truncation or mutation of the open reading frame for protein A eliminated self-directed replication, although the mutant RNA 1 remained a competent template for replication by wild-type protein A supplied in trans. These results showed that protein A was essential for RNA replication and that the process was not inseparably coupled to complete translation of the template. In contrast, protein B could be eliminated without inhibiting replication by mutations that disrupted the second of the two overlapping open reading frames on RNA 3. Furthermore, a mutant of RNA 1 in which the first nucleotide of the RNA 3 region was changed from G to U replicated at levels as high as those of the wild type without making either RNA 3 or protein B. However, diminishing replication levels were observed during subsequent replicative passages of RNA from both the mutants that could not make protein B. Roles for this protein that could account for the subtle phenotype of these mutants are discussed.

Animals↗

Toward the therapeutic editing of mutated RNA sequences.

If RNA editing could be rationally directed to mutated RNA sequences, genetic diseases caused by certain base substitutions could be treated. Here we use a synthetic complementary RNA oligonucleotide to direct the correction of a premature stop codon mutation in dystrophin RNA. The complementary RNA oligonucleotide was hybridized to a premature stop codon and the hybrid was treated with nuclear extracts containing the cellular enzyme double-stranded RNA adenosine deaminase. When the treated RNAs were translated in vitro, a dramatic increase in expression of a downstream luciferase coding region was observed. The cDNA sequence data are consistent with deamination of the adenosine in the UAG stop codon to inosine by double-stranded RNA adenosine deaminase. Injection of oligonucleotide-mRNA hybrids into Xenopus embryos also resulted in an increase in luciferase expression. These experiments demonstrate the principle of therapeutic RNA editing.

Adenosine Deaminase↗

Sequences responsible for intracellular localization of beta-actin messenger RNA also affect cell phenotype.

We have characterized the structure and function of RNA sequences that direct beta-cytoplasmic actin mRNA to the cell periphery were mapped to two segments of 3'-untranslated region by expression of LacZ/beta-actin chimeric mRNAs in chicken embryo fibroblasts (CEFs). A 54-nt segment, the "RNA zipcode," and a homologous but less active 43-nt segment each localized beta-galactosidase activity to the leading lamellae. This zipcode contains the full activity, and mutations or deletions within it reduce, but do not eliminate, its activity, indicating that several motifs contribute to the activity. Two of these motifs, when multimerized, can regenerate almost full activity. These sequences are highly conserved in evolution, since the human beta-actin zipcode, positioned identically in the 3'UTR localizes equally well in chicken cells. Complementary phosphorothioate oligonucleotides against the zipcode delocalized endogenous beta-actin mRNA, whereas those complementary to the region just outside the zipcode, or sense oligonucleotides, did not. Actin mRNA or protein levels were unaffected by the antisense treatments, but a dramatic change in lamellipodia structure, and actin stress fiber organization was observed using the same antizipcode oligonucleotides which delocalized the mRNA. Hence, discrete 3'UTR sequences direct beta-actin isoform synthesis to the leading lamellae and affect cell morphology, presumably through the actin cytoskeleton.

Actins↗

Nucleotide sequence analysis shows that Rhopalosiphum padi virus is a member of a novel group of insect-infecting RNA viruses.

Rhopalosiphum padi virus (RhPV) is an aphid virus that has been considered a member of the Picornaviridae based on physicochemical properties. The 10,011-nt polyadenylated RNA genome of RhPV was completely sequenced. Analysis of the sequence revealed the presence of two open reading frames (ORFs). The predicted amino acid sequence of ORF1, representing the first 6600 nt of the RhPV genome, showed significant similarity to the nonstructural proteins of several plant and animal RNA viruses. Direct sequence analysis of the RhPV capsid proteins showed that ORF2, which represents the last 2900 nt, encodes the three structural proteins (28, 29, and 30 kDa). The predicted amino acid sequence of ORF2 is very similar to the corresponding regions of Drosophila C virus, Plautia stali intestine virus, and to a partial sequence from the 3' end of the cricket paralysis virus genome. The site of initiation of protein synthesis for ORF2 could not be determined from the amino acid and nucleotide sequences. ORF1 is preceded by 579 nt of noncoding RNA and the two ORFs are separated by more than 500 nt of noncoding RNA. Like picornaviruses, these regions may function to facilitate the cap-independent initiation of translation of the two ORFs. These data suggest that RhPV, Drosophila C virus, Plautia stali intestine virus, and probably cricket paralysis virus are members of a unique group of small RNA viruses that infect primarily insects.

Amino Acid Sequence↗

Sequence organization and RNA structural motifs directing the mouse primary rRNA-processing event.

The first processing step in the maturation of mouse precursor rRNA involves cleavage at nucleotide ca. +650, at the 5' border of a 200-nucleotide region that is conserved across mammals and contains the sequences that direct the processing. To identify the relevant sequence elements, we used rRNAs with small internal mutations and short pre-rRNA substrates. Much of the region can be mutated without appreciable effect, but nucleotides +655 to +666 appear to be absolutely required and short segments surrounding +750 and +810 markedly stimulate processing. The minimal processing signal corresponds to rRNA nucleotides +645 to +672. Formation of a ribonucleoprotein complex of retarded electrophoretic mobility is evidently necessary but not sufficient for processing. Computer-assisted analysis suggested a phylogenetic- and mutant-supported secondary structure in which the minimal processing signal forms a stem with the +655 region in the loop, and there is a separate branched duplex containing the downstream stimulatory sequences. Use of antisense RNA, in trans and in cis, to sequester the +655 region in a duplex supported the hypothesis that this critical region was needed in a single-stranded conformation for processing and for specific complex formation.

Animals↗

Vegetal messenger RNA localization directed by a 340-nt RNA sequence element in Xenopus oocytes.

Contained within a single cell, the fertilized egg, is information that will ultimately specify the entire organism. During early embryonic cleavages, cells acquire distinct fates and their differences in developmental potential might be explained by localization of informational molecules in the egg. The mechanisms by which Vg1 RNA, a maternal mRNA, is translocated to the vegetal pole of Xenopus oocytes may indicate how developmental signals are localized. Data presented here show that a 340-nucleotide localization signal present in the 3' untranslated region of Vg1 RNA is sufficient to direct RNA localization to the vegetal pole.

Animals↗

The nucleotide sequence of a satellite RNA associated with strawberry latent ringspot virus.

The nucleotide sequence of a satellite RNA associated with a strawberry isolate (H) of strawberry latent ringspot nepovirus (SLRSV) was determined from cDNA copies and the 5' end sequence was deduced from directly sequenced virion RNA. At the 3' end a poly(A) sequence was identified. A long open reading frame encoding a polypeptide of 331 amino acids (M(r) 36488) was determined. Sequence comparisons showed that SLRSV satellite RNA has no extensive homology with other sequences in the GenEmbl and Swiss-Prot databases.

Amino Acid Sequence↗

Nucleotide sequence of the original Brazilian isolate of coleus yellow viroid from Solenostemon scutellarioides and infectivity of its complementary DNA.

The complete nucleotide (nt) sequence of the original coleus yellow viroid (CYVd) from Solenostemon scutellarioides, 'Golden Bedder', has been determined. The covalently closed single-stranded CYVd RNA molecule consists of 248 nt residues which assumes a rod-like secondary structure when folded in the model of lowest free energy. The sequence was determined by direct sequencing of RNA and from three overlapping cDNA clones. Comparison of the CYVd sequence with that of Coleus blumei viroid 1 (CbVd 1) from Germany demonstrated that they are closely related. The differences observed in the genome organization of CYVd relative to CbVd 1 were at three sites: position 25 (one U deletion), position 26 (a U was replaced by an A) and position 241 (one A insertion). The first two mutations were detected in one A-rich segment of eight nt (between positions 25 and 34). Northern blot hybridization of partially purified nucleic acids from the leaf tissue of S. scutellarioides 'Frilled Fantasy', inoculated with double-stranded cDNA, demonstrated that this fragment was infectious. These data enable CYVd to be assigned to the viroid class of plant pathogens, based on its biological properties and molecular structure. This work also gives additional support to the present classification system, in which the viroids isolated from S. scutellarioides form a distinct subgroup.

Base Sequence↗

The genome structure of turnip crinkle virus.

The nucleotide sequence of turnip crinkle virus (TCV) genomic RNA has been determined from cDNA clones representing most of the genome. Segments were confirmed using dideoxynucleotide sequencing directly from viral RNA, and the 3' terminal sequence was confirmed by chemical sequencing of end-labeled genomic RNA. Three open reading frames (ORFs) have been identified by examination of the deduced amino acid sequences and by comparison with the ORFs found in the genome of carnation mottle virus. ORF 1 initiates near the 5' terminus of the genome and is punctuated by an amber termination codon. Translation of ORF 1 would yield a 28-kDa protein and an 88-kDa read-through product. The read-through domain possesses amino acid sequence similarities with putative viral RNA polymerases. ORFs 2 and 3 encode products of 38 (coat protein) and 8 kDa, respectively, which are expressed from subgenomic mRNAs. The organization of the TCV genome suggests that TCV is closely related to carnation mottle virus and distinct from members classified in other small RNA virus groups, such as the tombus- and sobemoviruses.

Amino Acid Sequence↗

The leftward promoter of bacteriophage lambda. Structure, biological activity, and influence by adjacent regions.

The effect of regions adjacent to the lambda PL promoter was studied using a sequence deleted in an A/T-rich segment immediately upstream from the promoter. High resolution thermal denaturation analysis showed that the undeleted sequence, as isolated on a 360-bp restriction fragment (360-PL) melted in two distinct steps. Since the deleted sequence (230-PL) melts at a higher temperature than any portion of 360-PL, the deleted promoter is more stable to denaturation. This increased stability was also suggested by a transcription assay in which the strong binding of RNA polymerase is inhibited at low temperature. The deleted promoter fragment required a higher temperature to become functional than did the 360-PL fragment. Furthermore, RNA polymerase bound to the 230-PL fragment is displaced by heparin at a faster rate than from 360-PL, and the deleted fragment initiates transcription at a reduced rate. Thus, by several criteria the deleted promoter is less active than the parent sequence. Evidence is presented arguing that the deletion does not alter the sequence directly recognized by RNA polymerase. Therefore, the altered sequence is reducing promoter activity by changing some other level of overall promoter structure. These results suggest that regions outside of the sequence directly recognized by a regulatory protein can affect genetic expression from the site.

Bacteriophage lambda↗

Search for hepatitis C virus negative-strand RNA sequences and analysis of viral sequences in the central nervous system: evidence of replication.

Patients with chronic hepatitis C are more likely to have significant changes in their physical and mental well-being than patients with liver disease of other etiology, and hepatitis C virus (HCV) has been occasionally implicated in diseases of the central nervous system. We analyzed the presence of the HCV negative-strand RNA sequence, which is the viral replicative intermediary, in autopsy brain tissue samples from six HCV-infected patients. Negative-strand HCV RNA was searched for by a strand-specific Tth-based reverse transcriptase PCR, and viral sequences amplified from brain tissue and serum were compared by single-strand conformational polymorphism analysis and direct sequencing. HCV RNA negative strands were detected in brain tissue in three patients. In two of these patients, serum- and brain-derived viral sequences were different and classified as belonging to different genotypes. In one of the latter patients, HCV RNA negative strands were detected in lymph node and, while being different from serum-derived sequences, were identical to those present in the brain. The results of the present study suggest that HCV can replicate in the central nervous system, probably in cells of the macrophage/monocyte lineage.

5' Untranslated Regions↗