RNA Biology
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All preprints, ranked by how well they match RNA Biology's content profile, based on 78 papers previously published here. The average preprint has a 0.06% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.
Wiedermannova, J.; Babu, R.; Yuzenkova, Y.
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Recently discovered ability of various RNA polymerases (RNAPs) of bacteria and eukaryotes to initiate RNA synthesis with cofactors such as NAD+/NADH (nicotinamide adenine dinucleotide). This phenomenon was quickly dubbed "non-canonical capping" as the extra 5 moieties of RNA resemble eukaryotic m7G cap superficially. NAD must outcompete abundant ATP, to serve as initiating nucleotide. It is still unclear which physiological conditions permit significant RNA NADylation and to what degree NADylation serves typical functions of a canonical cap in bacteria. Here we found that the extent of NADyation depends primarily on fidelity of transcription initiation -NAD concentration, specific contacts of RNAP active site with NAD/ATP alternative substrates, and genomic DNA supercoiling. It is much less affected by posttranscriptional processes such as de-capping, processing by main 5-dependent ribonucleases RNaseE and oligoribonuclease. 5-NAD inhibits neither translation of a leaderless 5-NAD-RNA nor a physiological base-pairing of small regulatory NADylated RNA with its antisense target RNA. Translation exposes 5-NAD for de-capping by NudC enzyme.
Kachooei, S. A.; Bracken, J. M.; Pillman, K. A.; Gregory, P. A.; Bracken, C. P.
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MicroRNAs (miRNAs) are widely studied for their role in post-transcriptional gene regulation, often using exogenous overexpression systems to reveal their functions. However, such approaches may not accurately reflect endogenous miRNA activity due to the substantially higher expression levels achieved experimentally. To address this, we sought to determine the minimal endogenous expression threshold required for a miRNA to exert biologically significant effects. By comparing these experimentally determined expression thresholds with small RNA sequencing datasets comprising hundreds of cell lines and tens of thousands of tissue samples, we found that more than half of all annotated miRNAs are never expressed at levels sufficient to be biologically relevant. This calls into question the conclusions of thousands of studies reporting functions for these lowly expressed miRNAs, whose results are likely attributable to artificial overexpression rather than physiological activity. Our study highlights the need for more rigorous evaluation of miRNA functionality in their native context, and provides further support to arguments that the size of the functional human "microRNAome" is far smaller than some estimates of miRNA numbers based upon small RNA sequencing data.
Xia, H.; Jiang, Y.; Cheng, R.; Yu, B.; Lu, X.; Wu, H.; Zhu, B.
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RNA research and applications were underpinned by in vitro transcription (IVT), while the RNA impurity resulted from the enzymatic reagents severely impede downstream applications. To improve the stability and purity of synthesized RNA we had characterized a novel single-subunit RNA polymerase (RNAP) encoded by a psychrophilic phage VSW-3 from plateau lake to produce RNA at low temperature. The VSW-3 RNAP is capable of carrying out in vitro RNA synthesis at low temperature (4-25{degrees}C) to reduce RNA degradation and alleviate the need of costly RNase inhibitor. Compared to routinely used T7 RNAP, VSW-3 RNAP provides comparable yield of transcripts, but is insensitive to class II transcription terminators and synthesizes RNA without redundant 3 -cis extension. More importantly, through dot-blot detection with the J2 monoclonal antibody, we found that the RNA products synthesized by VSW-3 RNAP contain much lower amount of or virtually no double-stranded RNA (dsRNA) by-products, which are significant in most T7 RNAP products and may cause severe cellular immune response. Combining these advantages, the VSW-3 RNAP is an advantageous enzyme for IVT, especially to produce RNA for in vivo use.
Zia, M. F.; Peter, J.; Hoover, J.; Chen, k.-h. E.; Flynt, A. S.
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Approximately a thousand microRNAs (miRNAs) are documented from human cells. A third appear to transit non-canonical pathways that typically bypass processing by Drosha, the dedicated nuclear miRNA producing enzyme. The largest class of non-canonical miRNAs are mirtrons which eschew Drosha to mature through spliceosome activity. While mirtrons are found in several configurations, the vast majority of human mirtron species are 5-tailed. For these mirtrons, a 3 splice site defines the 3 end of their hairpin precursor while a "tail" of variable length separates the 5 base of the hairpin from the nearest splice site. How this tail is removed is not understood. Here we examine sequence motifs in 5-tailed mirtrons and interactions with RNA turnover processes to characterize biogenesis processes. Through studying the high confidence 5-tailed mirtron, hsa-miR-5010, we identify RNaseP as necessary and sufficient for "severing" the 5 tail of this mirtron. Further, depletion of RNaseP activity globally decreased 5-tailed mirtron expression implicating this endoribonuclease in biogenesis of the entire class. Moreover, as 5-tailed mirtron biogenesis appears to be connected to tRNA processing we found a strong correlation between accumulation of tRNA fragments (tRFs) and 5-tailed mirtron abundance. This suggests that dysregulation of tRNA processing seen in cancers may also impact expression of the [~]400 5-tailed mirtrons encoded in the human genome. SUMMARYAbundant non-canonical human miRNAs referred to as tailed mirtrons are processed by RNaseP, which "severs" tail nucleotides to yield a precursor hairpin suitable for Dicer processing. Biogenesis of these miRNAs is correlated with tRFs, which are also products of RNaseP processing.
Panteleev, D. Y.; Reshetnikov, R. V.; Samoylenkova, N. S.; Pustogarov, N. A.; Pavlova, G. V.
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Maturing of a messenger RNA (mRNA) is a multi-way process producing mRNA variants through diverse splicing events, alternative polyadenylation, RNA editing, etc. Studying posttranscriptional processing of human cold-inducible RNA binding protein (CIRBP), we discovered yet another mechanism that could be added to this list. We named it excising, and it consists of low-accuracy post-splicing deletion of sequence regions of variable length. The main features of the excising process and putative members of corresponding multiprotein machinery were described with a series of cloning vectors and RNA-pulldown assay. Our results highlight a possible role of U-rich stretches and the proteins targeting such motifs in the discovered process. The discovered mechanism suggests the potential translation of 3-untranslated regions, which may be an adjuvant way of CIRBP activity inhibition or generation of structural and functional diversity.
Ojha, S.; Jain, C.
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The ability to identify RNAs that are recognized by RNA-binding proteins (RNA-BPs) using techniques such as "Crosslinking and Immunoprecipitation" (CLIP) has revolutionized the genome-wide discovery of RNA targets. Among the different versions of CLIP developed, the incorporation of photoactivable nucleoside analogs into cellular RNA has proven to be especially valuable, allowing for high efficiency photoactivable ribonucleoside-enhanced CLIP (PAR-CLIP). Although PAR-CLIP has become an established technique for use in eukaryotes, it has not yet been applied in prokaryotes. To determine if PAR-CLIP can be used in prokaryotes, we first investigated whether 4-thiouridine (4SU), a photoactivable nucleoside, can be incorporated into E. coli RNA. After determining 4SU incorporation into RNA, we developed suitable conditions for crosslinking of proteins in E. coli cells and for the isolation of crosslinked RNA. Applying this technique to Hfq, a well-characterized regulator of small RNA (sRNA) - messenger RNA (mRNA) interactions, we showed that PAR-CLIP identified most of the known sRNA targets of Hfq. Based on our results, PAR-CLIP represents an improved method to identify the RNAs recognized by RNA-BPs in prokaryotes.
Welden, J. R.; Margvelani, G.; Miaro, M.; Mathews, D.; Rodgers, D. W.; Stamm, S.
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Circular RNAs are associated with numerous diseases and recent evidence shows that they can be translated into proteins after undergoing RNA modification. Circular RNAs differ from their linear mRNA counterparts in their backsplice site, allowing selective targeting using RNA interference, which however limits the options to place the siRNA. We tested all possible siRNAs against the backsplice site of the circTau 12->7 RNA after it was subjected to adenosine to inosine RNA editing, a modification that promotes translation of the circRNA. Most siRNAs reduced the circRNA and protein abundance, which however did not correlate. We identified an siRNA with an IC50 of 750 pmol efficacy on protein expression. This circRNA fulfilled six of the eight criteria for siRNAs targeting mRNAs. Thus, modified circRNAs expressing protein can be targeted with siRNAs, but their optimal sequence needs to be determined empirically.
Hemm, L.; Miucci, A.; Riediger, M.; Tholen, S.; Georg, J.; Schilling, O.; Hess, W. R.
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Throughout the tree of life RNA-binding proteins play important roles, but they are poorly characterized in cyanobacteria. Structural prediction suggests an RNA-binding interface for the protein YlxR/Ssr1238 in the cyanobacterium Synechocystis 6803. Two pairs of cysteine residues are arranged as possibly coordinating an Fe-S cluster and appear widely conserved in the homologous proteins of other cyanobacteria. Overexpression of Ssr1238 for 24 h led to higher levels of RNase P RNA, tRNAs, and stress-related mRNAs. Co-immunoprecipitation of proteins followed by MS analysis and sequencing of UV crosslinked, co-immunoprecipitated RNA samples identified potential interaction partners of Ssr1238. The most enriched transcript was RNase P RNA, and RnpA, the protein component of RNase P, was among the most highly enriched proteins. A second highly enriched transcript derived from gene ssl3177, which encodes a central enzyme in cell wall remodeling during cell division. The data also showed a strong connection to the RNA maturation and modification system indicated by co-precipitation of RNA modifying enzymes, riboendonuclease E and enolase. Surprisingly, cyanophycin synthetase and urease were highly enriched as well. In conclusion, Ssr1238 specifically binds to two different transcripts and participates in the coordination of RNA maturation, translation, cell division, and aspects of nitrogen metabolism. Our results are consistent with recent findings that the B. subtilis YlxR protein functions as an RNase P modulator (RnpM), but suggest additional functionalities and extend its proposed role to the phylum cyanobacteria.
Abrhamova, K.; Gredova, A.; Navratilova, K.; Boumaiza, M.; Folk, P.
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Ribosomal proteins, because of their RNA-binding capacity, may engage various cellular RNAs and fulfill nonribosomal roles. Previously, we and others described the intergenic regulation mediated by splicing of RPL22 paralogs in Saccharomyces cerevisiae. Here, we prepared a panel of RPL22A/B intronic mutants with respect to their RNAfold-predicted features and analyzed their properties. We tested the splicing and Rpl22-intron interaction using an intron-containing reporter and a three-hybrid yeast system, respectively. We found that the splicing of RPL22 introns can be inhibited by stabilizing a predicted stem as part of a particular type of conformation (I structure). Stabilizing the formation of an alternate stem (P structure) led to a permissive outcome of splicing. Intriguingly, the regulatory capacity of the main stem loop of the I structure was dependent on the rest of the intronic structure. Rpl22 enhanced splicing inhibition in WT and several of the mutants, which we interpret as stabilization of the I structure by protein binding. Mutagenesis identified both the main and alternative 5ss and additional stem loops as part of the regulatory mechanism. The inhibitory conformation of the intron did not prevent recognition of the 5ss and branch point, but rather stalled splicing at a later stage, before the first catalytic step. We concluded that the structural ensemble of the RPL22 pre-mRNA behaves as an allosteric switch that responds to [Rpl22].
Hariharan, N.; Ghosh, S.; Nallan, A. N.; Ramesh, A.; Agashe, D.; Palakodeti, D.
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Ribosomes, the molecular machines that are central to protein synthesis, have gradually been gaining prominence for their regulatory role in translation. Eukaryotic cytosolic ribosomes are typically larger than bacterial ones, partly due to multi-nucleotide insertions at specific conserved positions in the ribosomal RNAs (rRNAs). Such insertions called expansion segments (ESs) are present primarily on the ribosomal surface, with their role in translation and its regulation remaining under-explored. One such ES in the ribosomal large subunit (LSU) is ES30L, which is present only in mammals and birds among eukaryotes. In this study, we show that ES30L possesses complementarity to many protein-coding transcripts in humans and that the complementarity is enriched around the start codon, hinting at a possible role in translation regulation. Further, our in silico analysis analyses and pull-down assays indicate that ES30L may bind to secondary structures in the 5 UTR of several transcripts and RNA binding proteins (RBPs) that are essential for translation. Thus, we have identified a potential regulatory role for ES30L in translation.
Wicke, D.; Neumann, P.; Goessringer, M.; Chernev, A.; Poehlein, A.; Daniel, R.; Urlaub, H.; Hartmann, R. K.; Ficner, R.; Stuelke, J.
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Even though Bacillus subtilis is one of the most studied organisms, no function has been identified for about 20% of its proteins. Among these unknown proteins are several RNA- and ribosome-binding proteins suggesting that they exert functions in cellular information processing. In this work, we have investigated the RNA-binding protein YlxR. This protein is widely conserved in bacteria and strongly constitutively expressed in B. subtilis suggesting an important function. We have identified the RNA subunit of the essential RNase P as the binding partner of YlxR. The main activity of RNase P is the processing of 5 ends of pre-tRNAs. In vitro processing assays demonstrated that the presence of YlxR results in reduced RNase P activity. Chemical cross-linking studies followed by in silico docking analysis and experiments with site-directed mutant proteins suggest that YlxR binds to the region of the RNase P RNA that is important for binding and cleavage of the pre-tRNA substrate. We conclude that the YlxR protein is a novel interaction partner of the RNA subunit of RNase P that serves to finetune RNase P activity to ensure appropriate amounts of mature tRNAs for translation. We rename the YlxR protein RnpM for RNase P modulator.
TIDU, A.; ALGHOUL, F.; DESPONS, L.; ERIANI, G.; MARTIN, F.
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In eukaryotes, translation initiation is a highly regulated process, which combines cis- regulatory sequences located on the messenger RNA along with trans-acting factors like eukaryotic initiation factors (eIF). One critical step of translation initiation is the start codon recognition by the scanning 43S particle, which leads to ribosome assembly and protein synthesis. In this study, we investigated the involvement of secondary structures downstream the initiation codon in the so-called START (Structure-Assisted RNA translation) mechanism on AUG and non-AUG translation initiation. The results demonstrate that downstream secondary structures can efficiently promote non-AUG translation initiation provided that they are stable enough to stall a scanning 43S particle and that they are located at an optimal distance from this non-AUG codon to trigger and stabilize the codon-anticodon base-pairing in the P site. The required stability of the downstream structure for efficient translation initiation varies in distinct cell types. We extended this study to genome-wide analysis of the Homo sapiens alternative translation initiation sites and discovered 556 of them starting with an AUG and 506 starting with a non-AUG that contained a downstream RNA structure at an optimal distance and with a predicted stability of at least -15 kcal/mol. We validated the impact of these structures on translation initiation for several selected uORFs.
Pagano, J. F. B.; Locati, M. D.; Ensik, W. A.; Olst, M. v.; van Leeuwen, S.; De Leeuw, W. C.; Nehrdich, U.; Spaink, H. P.; Rauwerda, H.; Jonker, M. J.; Dekker, R. J.; Breit, T. M.
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Small nucleolar RNAs (snoRNAs) are non-coding RNAs that play an important role in the complex maturation process of ribosomal RNAs (rRNAs). SnoRNAs are categorized in classes, with each class member having several variants present in a genome. Similar to our finding of specific rRNA expression types in zebrafish embryogenesis, we discovered preferential maternal- and somatic-expression for snoRNAs. Most snoRNAs and their variants have higher expression levels in somatic tissues than in eggs, yet we identified three snoRNAs; U3, U8 and snoZ30 of which specific variants show maternal- or somatic-type expression. For U3 and U8 we also found small-derived snoRNAs that lack their 5 rRNA recognition part and are essentially Domain II hairpin structures (U-DII). These U-DII snoRNAs from variants showed similar preferential expression, in which maternal-type variants are prominently expressed in eggs and subsequently replaced by a somatic-type variants during embryogenesis. This differential expression is related to the organization in tandem repeats (maternal type) or solitary (somatic-type) genes of the involved U snoRNA loci. The collective data showed convincingly that the preferential expression of snoRNAs is achieved by transcription regulation, as well as through RNA processing. Finally, we observed small-RNAs derived from internal transcribed spacers (ITSs) of a U3 snoRNA loci that via complementarity binding, may be involved in the biosynthesis of U3-DII snoRNAs. Altogether, the here described maternal- and somatic-type snoRNAs are the latest addition to the developing story about the dual ribosome system in zebrafish development.
Durand, S.; Callan-Siddat, A.; McKeown, J.; Li, S.; Kostova, G.; Fernaud, J. R. H.; Alam, M. T.; Millard, A.; Constaninidou, C.; Condon, C.; Denham, E. L.
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Small RNAs (sRNAs) are a taxonomically-restricted but transcriptomically-abundant class of post-transcriptional regulators. While potentially of importance, we know the function of few. This is in no small part because we lack global-scale methodology enabling target identification, this being especially acute in species without known RNA meeting point proteins (e.g. Hfq). We apply a combination of psoralen RNA cross-linking and Illumina-sequencing to identify RNA-RNA interacting pairs in vivo in Bacillus subtilis, resolving previously well-described interactants. Although sRNA-sRNA pairings are rare (compared with sRNA/mRNA), we identify a robust example involving the unusually conserved sRNA (RoxS/RsaE) and an unstudied sRNA that we term Regulator of small RNA A (RosA). This interaction is found in independent samples across multiple conditions. Given the possibility of a novel associated regulatory mechanism, and the rarity of well-characterised bacterial sRNA-sRNA interactions, we mechanistically dissect RosA and its interactants. RosA we show to be a sponge RNA, the first to be described in a Gram-positive bacterium. RosA interacts with at least two sRNAs, RoxS and FsrA. Unexpectedly, it acts differently on each. As expected of a sponge RNA, FsrA is sequestered by RosA. The RosA/RoxS interaction is more complex affecting not only the level of RoxS but also its processing and efficacy. Importantly, RosA provides the condition-dependent intermediary between CcpA, the key regulator of carbon metabolism, and RoxS. This not only provides evidence for a novel, and functionally important, regulatory mechanism, but in addition, provides the missing link between transcriptional and post-transcriptional regulation of central metabolism.
Fagre, C.; Gilbert, W. V.
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Pseudouridine ({Psi}) is an important post-transcriptional modification of many noncoding RNAs that is under-characterized in microRNA (miRNA) due to historical limitations in pseudouridine mapping methods. {Psi} modification stabilizes RNA duplex structures and could therefore play an important role in miRNA target binding and repression. To investigate the extent to which mammalian miRNAs are modified with {Psi}, we profiled the modification landscape of short (<30 nt) RNA in human cells and mouse tissues using bisulfite sequencing. Our approach was powered to detect small RNA pseudouridylation based on robust detection of known {Psi} positions in tRNA fragments (tRFs), some of which show tissue-specific patterns of modification. In contrast with tRFs, we find that miRNA pseudouridylation is exceedingly rare, with a single modified miRNA (miR-3068-5p) identified in mouse tissues. Pseudouridylated miR-3068-5p diSerentially repressed predicted miRNA targets with less stable miRNA:mRNA pairing modes. This study fills a long-standing gap in transcriptome-wide {Psi} profiling and reveals a new potential function for {Psi} as a modulator of activity of small regulatory RNAs.
Zhao, J.; Cockman, E.; Yin, X.; Chao, Y.; Pecot, C. V.; Holley, C. L.
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Small nucleolar RNAs (snoRNAs) are critical in guiding post-transcriptional modifications like 2-O-methylation (Nm), which play crucial roles in downstream processes such as splicing and translation. This study tests a novel method for Nm validation, addressing a significant gap in modern Nm research, and offers insight into the intricacies of snoRNA-guided Nm. While mapping of Nm modifications has seen significant improvement within the past decade, no major techniques have been able to validate these potential sites. Additionally, many mapping techniques lack consensus among proposed Nm sites, especially on mRNAs. Without a proper validation technique, Nm research lags compared to its peer post-transcriptional modifications. The RNase H-based Nm-VAQ assay used here quantifies 2-O-methylation at single nucleotide resolution across various RNA species including rRNA, snRNA, and mRNA. Its optimization for mRNA allows for an unprecedented way to study the effects of Nm modifications in low abundance transcripts. Utilizing this, the study also explores the potential of creating synthetic snoRNAs to guide Nm modifications. Exogenous snoRNAs are shown to rescue Nm in genetic knockout models and can be mutated to guide Nm at any location along the target RNA transcript. Preliminary work indicates that synthetic snoRNAs demonstrate the ability to modify luciferase, impacting translation efficiency. Targeting an exon increases mRNA abundance but decreases protein expression, consistent with previous findings on Pxdn mRNA. These findings set the scene for novel understanding of the relationship between snoRNA abundance, 2-O-methylation efficiency, and Nms impact on gene expression.
Sabrina, D.; Tettey-Matey, A.; Volpe, M.; Pierattini, B.; Ansaloni, F.; Lau, P.; Bon, C.; Peruzzo, O.; Braccia, C.; Armirotti, A.; Scarpato, M.; Damiani, D.; Di Carlo, V.; Broglia, L.; Bechara, E.; Tartaglia, G. G.; Carninci, P.; Santoro, C.; Persichetti, F.; Pandolfini, L.; Espinoza, S.; Zucchelli, S.; Sanges, R.; Gustincich, S.
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SINEUPs are antisense long non-coding RNAs that enhance translation of overlapping sense mRNAs through the activity of two domains: a SINEB2 sequence UP-regulating translation (Effector Domain, ED) and an antisense region providing target specificity (Binding Domain, BD). In this study, we demonstrate that the invSINEB2 sequence from the natural SINEUP AS Uchl1 RNA is an Internal Ribosomal Entry Site (IRES) when acting in cis and that known viral and cellular IRES sequences can act as Effector Domain in synthetic SINEUPs. To identify natural IRES-containing, non-coding RNAs with SINEUP-like activity, we focused on circular RNAs showing that the non-coding circ5533, transcribed from the c-myc locus, enhances endogenous protein expression of its target PX Domain Containing Serine/Threonine Kinase Like (Pxk) by increasing mRNA association to polysomes. In summary, this study shows that natural and synthetic SINEUPs include linear and circular transcripts with an embedded IRES sequence as ED.
Moss, W.; Rouse, W.; Wang, J.; Woodman, M. E.; Dow, E. R.; Jessop, T. C.
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Tumor necrosis factor receptor superfamily 1A gene (TNFRSF1A) encodes the TNFR1 protein, a critical regulator of inflammation implicated in various diseases. Using ScanFold with the Integrative Genomics Viewer (IGV) GUI, we identified novel RNA structural elements within the TNFRSF1A gene. Focusing on the 3UTR, these structures were characterized using reporter assays and targeted DMS-MaPseq. We identified a structured region that may play a role in regulating TNFR1 translation and that was also found to associate with HuR, a key regulatory RNA-binding protein. These findings provide a framework for identifying and characterizing potential functional RNA structures in therapeutically relevant genes, suggesting a new layer of post-transcriptional regulation for TNFR1 expression.
Guarneros, G.; Jacinto, E.; Uc-Mass, A.
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The generation of tRNA halves and fragments (tsRNAs) has been associated with stressful growth conditions in eukaryotes, but reports on tsRNAs in bacteria are scarce. Here, we demonstrate that the presence of tsRNAs in Escherichia coli depends on active translation, and that they are found in the 30S ribosomal subunit and the ribosomal-free fraction, but not in the 50S subunits, 70S ribosomes or polysome fractions. However, upon dissociation into subunits at a low magnesium concentration, some of the tRNAs present in the monosomal and polysomal fractions are processed into tsRNAs. RNA-seq analyses tsRNA fractions revealed that all tRNA species in the cell were processed into fragment profiles that varied widely for each tRNA. The E. coli CP78 strain contains an unusually high concentration of tsRNAAsnGUU, but it is likely that only a fraction of this participates in translation. These tRNAs, along with others in the cell, were released from the ribosomes and processed into tsRNAs. The tRNAs in the ribosomal-free fraction appear to be cleaved by the same RNase that is active in ribosomes. We propose that tsRNAs are generated as an initial decay step for tRNAs remaining on ribosomes following translation arrest. However, tsRNAs may also have other functions.
Burroughs, M. R.; Quinones-Diaz, B. I.; Contreras, L. M.
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Reactive oxygen species (ROS) are environmentally ubiquitous and known to have pervasive impacts on cellular homeostasis. RNA is vulnerable to oxidative chemical alterations from a variety of endogenous and exogenous sources. The most common chemical modification resulting from ROS exposure to RNA is 8-oxo-7,8-dihydroguanine (8-oxoG)--an oxidized form of the canonical guanine (G) nucleobase. While 8-oxoG modifications are known to impact mRNA processing, understanding the broader biological impact of 8-oxoG requires knowledge of how these modifications accumulate. In this work, we assessed the disparate enrichment of 8-oxoG modifications within RNAs in the E. coli transcriptome using an RNA Immunoprecipitation Sequencing technique with a high-affinity 8-oxoG antibody (8-oxoG-RIP-Seq). Our investigation of the RNA 8-oxoG enrichment landscape uncovered several intrinsic RNA characteristics that correlate with 8-oxoG enrichment. These findings suggest intrinsic characteristics of RNA, most notably relative abundance, CDS length, and G nucleotide composition, significantly influence RNA 8-oxoG accumulation. We harnessed these intrinsic characteristics to construct a simple multiple linear regression model that predicts RNA 8-oxoG accumulation, which we validated in E. coli. This model was subsequently applied to predict 8-oxoG enriched RNA species in four other bacterial species spanning a wide range of oxidative stress tolerances; these predictions suggest that 8-oxoG accumulation is largely species dependent, with limited overlap in RNAs and functional pathways that are more susceptible to elevated levels of 8-oxoG accumulation. Overall, these findings better inform understanding of RNA 8-oxoG patterns in bacteria and have broader impacts towards advancing knowledge of the connection between RNA oxidation and cellular homeostasis.