End Of RNA Research Articles

Mitochondrial mRNA and the small subunit rRNA in budding yeasts undergo 3'-end processing at conserved species-specific elements.

Respiration in eukaryotes depends on mitochondrial protein synthesis, which is performed by organelle-specific ribosomes translating organelle-encoded mRNAs. Although RNA maturation and stability are central events controlling mitochondrial gene expression, many of the molecular details in this pathway remain elusive. These include cis- and trans-regulatory factors that generate and protect the 3' ends. Here, we mapped the 3' ends of mitochondrial mRNAs of yeasts classified into multiple families of the subphylum Saccharomycotina. We found that the processing of mitochondrial 15S rRNA and mRNAs involves species-specific sequence elements, which we term 3'-end RNA processing elements (3'-RPEs). In Saccharomyces cerevisiae, the 3'-RPE has long been recognized as a conserved dodecamer sequence, which recent studies have shown specifically interacts with the nuclear genome-encoded pentatricopeptide repeat protein Rmd9. We also demonstrate that, analogous to Rmd9 in S. cerevisiae, two Rmd9 orthologs from the Debaryomycetaceae family interact with their respective 3'-RPEs found in mRNAs and 15S rRNA. Thus, Rmd9-dependent processing of mitochondrial RNA precursors may be a common mechanism among the families of the Saccharomycotina subphylum. Surprisingly, we observed that 3'-RPEs often occur upstream of stop codons in complex I subunit mRNAs from yeasts of the CUG-Ser1 clade. We examined two of these mature mRNAs and found that their stop codons are indeed removed. Thus, translation of these stop-codon-less transcripts would require a noncanonical termination mechanism. Our findings highlight Rmd9 as a key evolutionarily conserved factor in both mitochondrial mRNA metabolism and mitoribosome biogenesis in a variety of yeasts.

Integration of eQTL and multi-omics comprehensive analysis of triacylglycerol synthase 1 (TGS1) as a prognostic and immunotherapeutic biomarker across pan-cancer.

An increasing number of expression quantitative trait loci (eQTLs) have been linked to tumorigenesis. In this study, we used Mendelian randomization (MR) to identify a novel cancer susceptibility gene, Trimethylguanosine Synthase 1 (TGS1). TGS1-induced hypermethylation at the 5' end of human telomerase RNA (hTR) impedes hTR accumulation, decreasing telomerase assembly factor levels and thus limiting telomere elongation, a crucial factor in tumor progression. Despite its significant role in cancer development, the TGS1-cancer relationship requires further experimental validation and bioinformatics analysis. To bridge this knowledge gap, we performed a comprehensive pan-cancer study using MR to evaluate TGS1's involvement in cancer progression. Leveraging data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO), we analyzed TGS1's role in 33 tumor types. The results indicated higher TGS1 expression in most tumors, with a significant correlation to patient prognosis. We also noted variations in TGS1 phosphorylation at different sites and a strong link between TGS1 expression and the infiltration of various immune cells. In addition, our enrichment analysis of TGS1-associated genes shed light on the molecular mechanisms involved. The study also highlighted TGS1's significant role in cellular apoptosis. Overall, our findings offer an in-depth analysis of TGS1's oncogenic roles across multiple tumor types and underscore its potential as an oncogene, biomarker, and gene therapy target in diverse cancers.

Expanding Cas12a Activity Control with an RNA G-Quadruplex at the 5' end of CRISPR RNA.

Precise control of Cas12a activity is essential for the improvement of the detection limit of clinical diagnostics and the minimization of errors. This study addresses the challenge of controlling Cas12a activity, especially in the context of nucleic acid detection where the inherent incompatibility between isothermal amplification and CRISPR reactions complicates accurate diagnostics. An RNA G-quadruplex (RG4) structure at the 5' end of crRNA is introduced to modulate Cas12a activity accurately without the need for chemical modifications. The results indicate that the presence of RG4 does not significantly impact Cas12a's cleavage activity but can be controlled by RG4 stabilizers, enabling the suppression and subsequent restoration of Cas12a activity with potential for precise activity control. Moreover, the use of RG4 is expanded by incorporating it into split crRNA, introducing RG4 directly at the 5' end of the direct repeat (DR) region, enabling tailored activity regulation for different targets by matching with various Spacer regions. Additionally, a light-controlled one-pot method for activating Cas12a is developed, thereby enhancing the accuracy and sensitivity of clinical samples. This study showcases the pioneering use of RG4 in manipulating Cas12a activity, streamlining diagnostics, and paving the way for advances in clinical nucleic acid testing.

Full-length direct RNA sequencing uncovers stress granule-dependent RNA decay upon cellular stress.

Cells react to stress by triggering response pathways, leading to extensive alterations in the transcriptome to restore cellular homeostasis. The role of RNA metabolism in shaping the cellular response to stress is vital, yet the global changes in RNA stability under these conditions remain unclear. In this work, we employ direct RNA sequencing with nanopores, enhanced by 5' end adapter ligation, to comprehensively interrogate the human transcriptome at single-molecule and -nucleotide resolution. By developing a statistical framework to identify robust RNA length variations in nanopore data, we find that cellular stress induces prevalent 5' end RNA decay that is coupled to translation and ribosome occupancy. Unlike typical RNA decay models in normal conditions, we show that stress-induced RNA decay is dependent on XRN1 but does not depend on deadenylation or decapping. We observed that RNAs undergoing decay are predominantly enriched in the stress granule transcriptome while inhibition of stress granule formation via genetic ablation of G3BP1 and G3BP2 rescues RNA length. Our findings reveal RNA decay as a key component of RNA metabolism upon cellular stress that is dependent on stress granule formation.

The effects of Remdesivir’s functional groups on its antiviral potency and resistance against the SARS-CoV-2 polymerase

Remdesivir (RDV, Veklury®) is the first FDA-approved antiviral treatment for COVID-19. It is a nucleotide analogue (NA) carrying a 1'-cyano (1'-CN) group on the ribose and a pseudo-adenine nucleobase whose contributions to the mode of action (MoA) are not clear. Here, we dissect these independent contributions by employing RDV-TP analogues. We show that while the 1'-CN group is directly responsible for transient stalling of the SARS-CoV-2 replication/transcription complex (RTC), the nucleobase plays a role in the strength of this stalling. Conversely, RNA extension assays show that the 1'-CN group plays a role in fidelity and that RDV-TP can be incorporated as a GTP analogue, albeit with lower efficiency. However, a mutagenic effect by the viral polymerase is not ascertained by deep sequencing of viral RNA from cells treated with RDV. We observe that once added to the 3' end of RNA, RDV-MP is sensitive to excision and its 1'-CN group does not impact its nsp14-mediated removal. A >14-fold RDV-resistant SARS-CoV-2 isolate can be selected carrying two mutations in the nsp12 sequence, S759A and A777S. They confer both RDV-TP discrimination over ATP by nsp12 and stalling during RNA synthesis, leaving more time for excision-repair and potentially dampening RDV efficiency. We conclude that RDV presents a multi-faced MoA. It slows down or stalls overall RNA synthesis but is efficiently repaired from the primer strand, whereas once in the template, read-through inhibition adds to this effect. Its efficient incorporation may corrupt proviral RNA, likely disturbing downstream functions in the virus life cycle.

RNA stability is regulated by both RNA polyadenylation and ATP levels, linking RNA and energy metabolisms in Escherichia coli.

The post-transcriptional process of RNA polyadenylation sits at the crossroads of energy metabolism and RNA metabolism. RNA polyadenylation is catalyzed by poly(A) polymerases, which use ATP as a substrate to add adenine to the 3' end of RNAs, which can alter their stability. In Escherichia coli, RNA polyadenylation mediated by the major poly(A) polymerase was previously shown to facilitate degradation of individual RNAs. In this study, we performed the first genome-wide study of RNA stability in the absence of PAP I. Inactivation of the pcnB gene coding for PAP I led to the stabilization of more than a thousand of E. coli RNAs in the form of full-length functional molecules or non-functional fragments. The absence of PAP I altered the energy metabolism, with an almost 20% reduction in ATP levels. To better understand how RNA and energy metabolisms are interconnected, we investigated the role of ATP levels in regulating RNA stability. When we lowered intracellular ATP levels below 0.5 mM, many RNAs were stabilized, demonstrating the causal link between ATP levels and RNA stability for the first time in E. coli. Above this concentration, changes in ATP levels had no impact on RNA stability. We also demonstrated that some RNAs were stabilized when PAP I was inactivated by low ATP availability. These results clearly demonstrate that PAP I mediates an energy-dependent RNA stabilization, which may contribute to cell energy homeostasis under energy-limited conditions.IMPORTANCEPoly(A) polymerases are prime targets for understanding the interactions between RNA polyadenylation, RNA stability, and cellular energy. These enzymes catalyze the process of RNA polyadenylation, which involves ATP hydrolysis and addition of poly(A) tails to the 3' end of RNAs. 3' end poly(A) extensions potentially facilitate RNA degradation in bacteria. In this study, we inactivated the pcnB gene encoding PAP I, the major poly(A) polymerase in E. coli, and investigated the effects on RNA stability and energy levels. Our results show for the first time in E. coli a genome-wide RNA stabilization in the absence of PAP I associated with a decrease in ATP levels. We provide the first evidence in E. coli of a link between ATP levels and RNA stabilization and demonstrate that this is mediated in some cases by PAP I. PAP I-mediated RNA stabilization at low ATP levels could be a means of energy conservation under energy-limited conditions.

Independent neofunctionalization of Dxo1 in Saccharomyces and Candida led to 25S rRNA processing function.

Eukaryotic genomes typically encode one member of the DXO/Dxo1/Rai1 family of enzymes, which can hydrolyze the 5' ends of RNAs with a variety of structures that deviate from the canonical 7mGpppN. In contrast, the Saccharomyces genome encodes two family members and the second copy, Dxo1, is a distributive 5' exoribonuclease that is required for the final maturation of the 5' end of 25S rRNA from a 25S' precursor. Here we show that this 25S rRNA maturation function is not conserved across kingdoms, but arose in the budding yeasts. Interestingly, the origin of 25S processing capacity coincides with the duplication of this gene, and this capacity is absent in the nonduplicated genes. Strikingly, two different clades of budding yeasts have undergone parallel evolution: Both duplicated their DXO/Dxo1/Rai1 gene, and in both cases, one copy gained the 25S processing function. This was accompanied by many parallel sequence changes, a remarkable case of reproducible neofunctionalization.

The landscape of Arabidopsis tRNA aminoacylation.

The function of transfer RNAs (tRNAs) depends on enzymes that cleave primary transcript ends, add a 3' CCA tail, introduce post-transcriptional base modifications, and charge (aminoacylate) mature tRNAs with the correct amino acid. Maintaining an available pool of the resulting aminoacylated tRNAs is essential for protein synthesis. High-throughput sequencing techniques have recently been developed to provide a comprehensive view of aminoacylation state in a tRNA-specific fashion. However, these methods have never been applied to plants. Here, we treated Arabidopsis thaliana RNA samples with periodate and then performed tRNA-seq to distinguish between aminoacylated and uncharged tRNAs. This approach successfully captured every tRNA isodecoder family and detected expression of additional tRNA-like transcripts. We found that estimated aminoacylation rates and CCA tail integrity were significantly higher on average for organellar (mitochondrial and plastid) tRNAs than for nuclear/cytosolic tRNAs. Reanalysis of previously published human cell line data showed a similar pattern. Base modifications result in nucleotide misincorporations and truncations during reverse transcription, which we quantified and used to test for relationships with aminoacylation levels. We also determined that the Arabidopsis tRNA-like sequences (t-elements) that are cleaved from the ends of some mitochondrial messenger RNAs have post-transcriptionally modified bases and CCA-tail addition. However, these t-elements are not aminoacylated, indicating that they are only recognized by a subset of tRNA-interacting enzymes and do not play a role in translation. Overall, this work provides a characterization of the baseline landscape of plant tRNA aminoacylation rates and demonstrates an approach for investigating environmental and genetic perturbations to plant translation machinery.

Toxic small alarmone synthetase FaRel2 inhibits translation by pyrophosphorylating tRNAGly and tRNAThr.

Translation-targeting toxic small alarmone synthetases (toxSAS) are effectors of bacterial toxin-antitoxin systems that pyrophosphorylate the 3'-CCA end of transfer RNA (tRNA) to prevent aminoacylation. toxSAS are implicated in antiphage immunity: Phage detection triggers the toxSAS activity to shut down viral production. We show that the toxSAS FaRel2 inspects the tRNA acceptor stem to specifically select tRNAGly and tRNAThr. The first, second, fourth, and fifth base pairs of the stem act as the specificity determinants. We show that the toxSASs PhRel2 and CapRelSJ46 differ in tRNA specificity from FaRel2 and rationalize this through structural modeling: While the universal 3'-CCA end slots into a highly conserved CCA recognition groove, the acceptor stem recognition region is variable across toxSAS diversity. As phages use tRNA isoacceptors to overcome tRNA-targeting defenses, we hypothesize that highly evolvable modular tRNA recognition allows for the escape of viral countermeasures through tRNA substrate specificity switching.

Defining the True Native Ends of RNAs at Single-Molecule Level with TERA-Seq.

Turnover of messenger RNAs (mRNAs) is a highly regulated process and serves to control expression of RNA molecules and to eliminate aberrant transcripts. Profiling mRNA decay using short-read sequencing methods that target either the 5' or 3' ends of RNAs, overlooks valuable information about the other end, which could provide significant insights into biological aspects and mechanisms of RNA decay. Oxford Nanopore Technology (ONT) is rapidly emerging as a powerful platform for direct sequencing of native, single-RNA molecules. However, as currently designed, the existing ONT platform is unable to sequence the very 5' ends of RNAs and is limited to polyadenylated molecules. Here, we present a detailed step-by-step experimental protocol for True End-to-end RNA Sequencing (TERA-Seq), a new method that addresses ONT's limitations, allowing accurate representation and characterization of RNAs at the level of single molecules. TERA-Seq describes both poly- and non-polyadenylated RNA molecules and accurately identifies their native ends by ligating uniquely designed adapters to the 5' ends (5TERA), the 3' ends (TERA3), or both ends (5TERA3) that are sequenced along with the transcripts.

Global Profiling and Analysis of 5' Monophosphorylated mRNA Decay Intermediates.

During RNA turnover, the action of endo- and exo-ribonucleases can yield RNA decay intermediates with specific 5' ends. These RNA decay intermediates have been demonstrated to be the outcome of decapping, microRNA-directed endo-cleavage, or the protected fragments of ribosomes and exon-junction complexes. Therefore, global analysis of RNA decay intermediates can facilitate studies of many RNA decay pathways. In this chapter, we describe a high-throughput sequencing protocol named parallel analysis of RNA ends (PARE), which allows genome-wide profiling of 5' monophosphorylated mRNA decay intermediates from plants or other eukaryotes. Also, we present the tools and scripts necessary for the proper analysis of RNA degradome data obtained from the PARE method. Details and modifications of library construction procedures and bioinformatic analyses to optimize sequencing quality and cope with emerging sequencing platforms and findings are highlighted.

Pan-flavivirus analysis reveals sfRNA-independent, 3' UTR-biased siRNA production from an insect-specific flavivirus.

RNA interference (RNAi) plays an essential role in mosquito antiviral immunity, but it is not known whether viral small interfering RNA (siRNA) profiles differ between mosquito-borne and mosquito-specific viruses. A pan-Orthoflavivirus analysis in Aedes albopictus cells revealed that viral siRNAs were evenly distributed across the viral genome of most representatives of the Flavivirus genus. In contrast, siRNA production was biased toward the 3' untranslated region (UTR) of the genomes of classical insect-specific flaviviruses (cISF), which was most pronounced for Kamiti River virus (KRV), a virus with a unique, 1.2 kb long 3' UTR. KRV-derived siRNAs were produced in high quantities and almost exclusively mapped to the 3' UTR. We mapped the 5' end of KRV subgenomic flavivirus RNAs (sfRNAs), products of the 5'-3' exoribonuclease XRN1/Pacman stalling on secondary RNA structures in the 3' UTR of the viral genome. We found that KRV produces high copy numbers of a long, 1,017 nt sfRNA1 and a short, 421 nt sfRNA2, corresponding to two predicted XRN1-resistant elements. Expression of both sfRNA1 and sfRNA2 was reduced in Pacman-deficient Aedes albopictus cells; however, this did not correlate with a shift in viral siRNA profiles. We suggest that cISFs, particularly KRV, developed a unique mechanism to produce high amounts of siRNAs as a decoy for the antiviral RNAi response in an sfRNA-independent manner.IMPORTANCEThe Flavivirus genus contains diverse mosquito viruses ranging from insect-specific viruses circulating exclusively in mosquito populations to mosquito-borne viruses that cause disease in humans and animals. Studying the mechanisms of virus replication and antiviral immunity in mosquitoes is important to understand arbovirus transmission and may inform the development of disease control strategies. In insects, RNA interference (RNAi) provides broad antiviral activity and constitutes a major immune response against viruses. Comparing diverse members of the Flavivirus genus, we found that all flaviviruses are targeted by RNAi. However, the insect-specific Kamiti River virus was unique in that small interfering RNAs are highly skewed toward its uniquely long 3' untranslated region. These results suggest that mosquito-specific viruses have evolved unique mechanisms for genome replication and immune evasion.

DTX3L ubiquitin ligase ubiquitinates single-stranded nucleic acids.

Ubiquitination typically involves covalent linking of ubiquitin (Ub) to a lysine residue on a protein substrate. Recently, new facets of this process have emerged, including Ub modification of non-proteinaceous substrates like ADP-ribose by the DELTEX E3 ligase family. Here, we show that the DELTEX family member DTX3L expands this non-proteinaceous substrate repertoire to include single-stranded DNA and RNA. Although the N-terminal region of DTX3L contains single-stranded nucleic acid binding domains and motifs, the minimal catalytically competent fragment comprises the C-terminal RING and DTC domains (RD). DTX3L-RD catalyses ubiquitination of the 3'-end of single-stranded DNA and RNA, as well as double-stranded DNA with a 3' overhang of two or more nucleotides. This modification is reversibly cleaved by deubiquitinases. NMR and biochemical analyses reveal that the DTC domain binds single-stranded DNA and facilitates the catalysis of Ub transfer from RING-bound E2-conjugated Ub. Our study unveils the direct ubiquitination of nucleic acids by DTX3L, laying the groundwork for understanding its functional implications.

DTX3L ubiquitin ligase ubiquitinates single-stranded nucleic acids

Ubiquitination typically involves covalent linking of ubiquitin (Ub) to a lysine residue on a protein substrate. Recently, new facets of this process have emerged, including Ub modification of non-proteinaceous substrates like ADP-ribose by the DELTEX E3 ligase family. Here, we show that the DELTEX family member DTX3L expands this non-proteinaceous substrate repertoire to include single-stranded DNA and RNA. Although the N-terminal region of DTX3L contains single-stranded nucleic acid binding domains and motifs, the minimal catalytically competent fragment comprises the C-terminal RING and DTC domains (RD). DTX3L-RD catalyses ubiquitination of the 3’-end of single-stranded DNA and RNA, as well as double-stranded DNA with a 3’ overhang of two or more nucleotides. This modification is reversibly cleaved by deubiquitinases. NMR and biochemical analyses reveal that the DTC domain binds single-stranded DNA and facilitates the catalysis of Ub transfer from RING-bound E2-conjugated Ub. Our study unveils the direct ubiquitination of nucleic acids by DTX3L, laying the groundwork for understanding its functional implications.

Identification, characterization, and structure of a tRNA splicing enzyme RNA 5'-OH kinase from the pathogenic fungi Mucorales.

Fungal Trl1 is an essential tRNA splicing enzyme composed of C-terminal cyclic phosphodiesterase and central polynucleotide kinase end-healing domains that convert the 2',3'-cyclic-PO4 and 5'-OH ends of tRNA exons into the 3'-OH,2'-PO4 and 5'-PO4 termini required for sealing by an N-terminal ATP-dependent ligase domain. Trifunctional Trl1 enzymes are present in most human fungal pathogens and are untapped targets for antifungal drug discovery. Mucorales species, deemed high-priority human pathogens by WHO, elaborate a noncanonical tRNA splicing apparatus in which a stand-alone monofunctional RNA ligase enzyme joins 3'-OH,2'-PO4 and 5'-PO4 termini. Here we identify a stand-alone Mucor circinelloides polynucleotide kinase (MciKIN) and affirm its biological activity in tRNA splicing by genetic complementation in yeast. Recombinant MciKIN catalyzes magnesium-dependent phosphorylation of 5'-OH RNA and DNA ends in vitro. MciKIN displays a strong preference for GTP as the phosphate donor in the kinase reaction, a trait shared with the stand-alone RNA kinase homologs from Mucorales species Rhizopus azygosporus (RazKIN) and Lichtheimia corymbifera (LcoKIN) and with the kinase domains of fungal Trl1 enzymes. We report a 1.65 Å crystal structure of RazKIN in complex with GDP•Mg2+ that illuminates the basis for guanosine nucleotide specificity.

A homozygous nonsense variant in HENMT1 causes male infertility in humans and mice.

HENMT1 encodes a small RNA methyltransferase that plays a crucial role in mouse spermatogenesis through the methylation of the 3' end of PIWI-interacting RNAs. Our study aims to elucidate the relationship between HENMT1 and male infertility in humans. A consanguineous family, having a single non-obstructive azoospermia patient was recruited for pathogenic variants screening. The research includes genetic analysis and experimental validation using mouse models. The patient was diagnosed with non-obstructive azoospermia. Whole-exome sequencing and subsequent bioinformatic analyses were performed to screen for candidate pathogenic variants. The pathogenicity of the identified variant was assessed and studied in vivo using a mouse model that mimicked the patient's mutation. Through whole-exome sequencing, we identified a homozygous nonsense variant (c.555G>A, p.Trp185*) in HENMT1 in the patient. The presence of the mutant HENMT1 mRNA was detected in the patient's blood, and the truncated HENMT1 protein was observed in transfected HEK293T cells. The mutant mice modeling this HENMT1 variant displayed an infertile phenotype similar to that of the patient, characterized by spermiogenesis arrest. Further analysis revealed a significant derepression of retrotransposon LINE1 in the testes of the Henmt1 mutant mice, and increased apoptosis of spermatids. Our findings provide the evidence of pathogenicity of the identified HENMT1 variant, thus shedding light on the indispensable role of HENMT1 in human spermatogenesis.

Application of Mammalian Nudix Enzymes to Capped RNA Analysis.

Following the success of mRNA vaccines against COVID-19, mRNA-based therapeutics have now become a great interest and potential. The development of this approach has been preceded by studies of modifications found on mRNA ribonucleotides that influence the stability, translation and immunogenicity of this molecule. The 5' cap of eukaryotic mRNA plays a critical role in these cellular functions and is thus the focus of intensive chemical modifications to affect the biological properties of in vitro-prepared mRNA. Enzymatic removal of the 5' cap affects the stability of mRNA in vivo. The NUDIX hydrolase Dcp2 was identified as the first eukaryotic decapping enzyme and is routinely used to analyse the synthetic cap at the 5' end of RNA. Here we highlight three additional NUDIX enzymes with known decapping activity, namely Nudt2, Nudt12 and Nudt16. These enzymes possess a different and some overlapping activity towards numerous 5' RNA cap structures, including non-canonical and chemically modified ones. Therefore, they appear as potent tools for comprehensive in vitro characterisation of capped RNA transcripts, with special focus on synthetic RNAs with therapeutic activity.

The separation between mRNA-ends is more variable than expected.

Effective circularization of mRNA molecules is a key step for the efficient initiation of translation. Research has shown that the intrinsic separation of the ends of mRNA molecules is rather small, suggesting that intramolecular arrangements could provide this effective circularization. Considering that the innate proximity of RNA ends might have important unknown biological implications, we aimed to determine whether the close proximity of the ends of mRNA molecules is a conserved feature across organisms and gain further insights into the functional effects of the proximity of RNA ends. To do so, we studied the secondary structure of 274 full native mRNA molecules from 17 different organisms to calculate the contour length (CL) of the external loop as an index of their end-to-end separation. Our computational predictions show bigger variations (from 0.59 to 31.8 nm) than previously reported and also than those observed in random sequences. Our results suggest that separations larger than 18.5 nm are not favored, whereas short separations could be related to phenotypical stability. Overall, our work implies the existence of a biological mechanism responsible for the increase in the observed variability, suggesting that the CL features of the exterior loop could be relevant for the initiation of translation and that a short CL could contribute to the stability of phenotypes.

M7GRegpred: substrate prediction of N7-methylguanosine (m7G) writers and readers based on sequencing features.

N7-Methylguanosine (m7G) is important RNA modification at internal and the cap structure of five terminal end of message RNA. It is essential for RNA stability of RNA, the efficiency of translation, and various intracellular RNA processing pathways. Given the significance of the m7G modification, numerous studies have been conducted to predict m7G sites. To further elucidate the regulatory mechanisms surrounding m7G, we introduce a novel bioinformatics framework, m7GRegpred, designed to forecast the targets of the m7G methyltransferases METTL1 and WDR4, and m7G readers QKI5, QKI6, and QKI7 for the first time. We integrated different features to build predictors, with AUROC scores of 0.856, 0.857, 0.780, 0.776, 0.818 for METTL1, WDR4, QKI5, QKI6, and QKI7, respectively. In addition, the effect of window lengths and algorism were systemically evaluated in this work. The finial model was summarized in a user-friendly webserver: http://modinfor.com/m7GRegpred/. Our research indicates that the substrates of m7G regulators can be identified and may potentially advance the study of m7G regulators under unique conditions.

Viral piracy of host RNA phosphatase DUSP11 by avipoxviruses.

Proper recognition of viral pathogens is an essential part of the innate immune response. A common viral replicative intermediate and chemical signal that cells use to identify pathogens is the presence of a triphosphorylated 5' end (5'ppp) RNA, which activates the cytosolic RNA sensor RIG-I and initiates downstream antiviral signaling. While 5'pppRNA generated by viral RNA-dependent RNA polymerases (RdRps) can be a potent activator of the immune response, endogenous RNA polymerase III (RNAPIII) transcripts can retain the 5'pppRNA generated during transcription and induce a RIG-I-mediated immune response. We have previously shown that host RNA triphosphatase dual-specificity phosphatase 11 (DUSP11) can act on both host and viral RNAs, altering their levels and reducing their ability to induce RIG-I activation. Our previous work explored how artificially altered DUSP11 can impact immune activation, prompting further exploration into natural contexts of altered DUSP11. Here, we have identified viral DUSP11 homologs (vDUSP11s) present in some avipoxviruses. Consistent with the known functions of endogenous DUSP11, we have shown that expression of vDUSP11s: 1) reduces levels of endogenous RNAPIII transcripts, 2) reduces a cell's sensitivity to 5'pppRNA-mediated immune activation, and 3) restores virus infection defects seen in the absence of DUSP11. Our results identify a virus-relevant context where DUSP11 activity has been co-opted to alter RNA metabolism and influence the outcome of infection.