Quantitative profiling of human translation initiation reveals regulatory elements that potently affect endogenous and therapeutically modified mRNAs.

mRNA therapeutics offer a potentially universal strategy for the efficient development and delivery of therapeutic proteins. Current mRNA vaccines include chemically modified nucleotides to reduce cellular immunogenicity. Here, we develop an efficient, high-throughput method to measure human translation initiation on therapeutically modified as well as endogenous RNAs. Using systems-level biochemistry, we quantify ribosome recruitment to tens of thousands of human 5' untranslated regions and identify sequences that mediate 250-fold effects. We observe widespread effects of coding sequences on translation initiation and identify small regulatory elements of 3-6 nucleotides that are sufficient to potently affect translational output. Incorporation of N1-methylpseudouridine (m1Ψ) selectively enhances translation by specific 5' UTRs that we demonstrate surpass those of current mRNA vaccines. Our approach is broadly applicable to dissect mechanisms of human translation initiation and engineer more potent therapeutic mRNAs. Highlights: Measurement of >30,000 human 5' UTRs reveals a 250-fold range of translation outputSystematic mutagenesis demonstrates the causality of short (3-6nt) regulatory elementsN1-methylpseudouridine alters translation initiation in a sequence-specific mannerOptimal modified 5' UTRs outperform those in the current class of mRNA vaccines.

Recent developments, opportunities, and challenges in the study of mRNA pseudouridylation.

Pseudouridine is an abundant mRNA modification found in diverse organisms ranging from bacteria and viruses to multicellular plants and humans. New developments in pseudouridine profiling provide quantitative tools to map mRNA pseudouridylation sites. Sparse biochemical studies establish the potential for mRNA pseudouridylation to affect most stages of the mRNA life cycle from birth to death. This recent progress sets the stage for deeper investigations into the molecular and cellular functions of specific mRNA pseudouridines, including in disease.

D-Seq: Genome-wide detection of dihydrouridine modifications in RNA.

In addition to A, C, G and U, RNA contains over 100 additional chemically distinct residues. An abundant modified base frequently found in tRNAs, dihydrouridine (D) has recently been mapped to over 100 positions in mRNAs in yeast and human cells. Multiple highly conserved dihydrouridine synthases associate with and modify mRNA, suggesting there are many D sites yet to be found. Because D alters RNA structure, installation of D in mRNA is likely to effect multiple steps in mRNA metabolism including processing, trafficking, translation, and degradation. Here, we introduce D-seq, a method to chart the D landscape at single nucleotide resolution. The included protocols start with RNA isolation and carry through D-seq library preparation and data analysis. While the protocols below are tailored to map Ds in mRNA, the D-seq method is generalizable to any RNA type of interest, including non-coding RNAs, which have also recently been identified as dihydrouridine synthase targets.

Structural basis for translation inhibition by MERS-CoV Nsp1 reveals a conserved mechanism for betacoronaviruses.

All betacoronaviruses (ß-CoVs) encode non-structural protein 1 (Nsp1), an essential pathogenicity factor that potently restricts host gene expression. Among the ß-CoV family, MERS-CoV is the most distantly related member to SARS-CoV-2, and the mechanism for host translation inhibition by MERS-CoV Nsp1 remains controversial. Herein, we show that MERS-CoV Nsp1 directly interacts with the 40S ribosomal subunit. Using cryogenic electron microscopy (cryo-EM), we report a 2.6-Å structure of the MERS-CoV Nsp1 bound to the human 40S ribosomal subunit. The extensive interactions between C-terminal domain of MERS-CoV Nsp1 and the mRNA entry channel of the 40S ribosomal subunit are critical for its translation inhibition function. This mechanism of MERS-CoV Nsp1 is strikingly similar to SARS-CoV and SARS-CoV-2 Nsp1, despite modest sequence conservation. Our results reveal that the mechanism of host translation inhibition is conserved across ß-CoVs and highlight a potential therapeutic target for the development of antivirals that broadly restrict ß-CoVs.

mRNA Regulation by RNA Modifications.

Chemical modifications on mRNA represent a critical layer of gene expression regulation. Research in this area has continued to accelerate over the last decade, as more modifications are being characterized with increasing depth and breadth. mRNA modifications have been demonstrated to influence nearly every step from the early phases of transcript synthesis in the nucleus through to their decay in the cytoplasm, but in many cases, the molecular mechanisms involved in these processes remain mysterious. Here, we highlight recent work that has elucidated the roles of mRNA modifications throughout the mRNA life cycle, describe gaps in our understanding and remaining open questions, and offer some forward-looking perspective on future directions in the field.

Internally controlled RNA sequencing comparisons using nucleoside recoding chemistry.

Quantitative comparisons of RNA levels from different samples can lead to new biological understanding if they are able to distinguish biological variation from variable sample preparation. These challenges are pronounced in comparisons that require complex biochemical manipulations (e.g. isolating polysomes to study translation). Here, we present Transcript Regulation Identified by Labeling with Nucleoside Analogues in Cell Culture (TILAC), an internally controlled approach for quantitative comparisons of RNA content. TILAC uses two metabolic labels, 4-thiouridine (s4U) and 6-thioguanosine (s6G), to differentially label RNAs in cells, allowing experimental and control samples to be pooled prior to downstream biochemical manipulations. TILAC leverages nucleoside recoding chemistry to generate characteristic sequencing signatures for each label and uses statistical modeling to compare the abundance of RNA transcripts between samples. We verified the performance of TILAC in transcriptome-scale experiments involving RNA polymerase II inhibition and heat shock. We then applied TILAC to quantify changes in mRNA association with actively translating ribosomes during sodium arsenite stress and discovered a set of transcripts that are translationally upregulated, including MCM2 and DDX5. TILAC is broadly applicable to uncover differences between samples leading to improved biological insights.

Transcriptome-wide mapping reveals a diverse dihydrouridine landscape including mRNA.

Dihydrouridine is a modified nucleotide universally present in tRNAs, but the complete dihydrouridine landscape is unknown in any organism. We introduce dihydrouridine sequencing (D-seq) for transcriptome-wide mapping of D with single-nucleotide resolution and use it to uncover novel classes of dihydrouridine-containing RNA in yeast which include mRNA and small nucleolar RNA (snoRNA). The novel D sites are concentrated in conserved stem-loop regions consistent with a role for D in folding many functional RNA structures. We demonstrate dihydrouridine synthase (DUS)-dependent changes in splicing of a D-containing pre-mRNA in cells and show that D-modified mRNAs can be efficiently translated by eukaryotic ribosomes in vitro. This work establishes D as a new functional component of the mRNA epitranscriptome and paves the way for identifying the RNA targets of multiple DUS enzymes that are dysregulated in human disease.

Quality Control: Maintaining molecular order and preventing cellular chaos.

We asked experts from different fields-from genome maintenance and proteostasis to organelle degradation via ubiquitin and autophagy-"What does quality control mean to you?" Despite their diverse backgrounds, they converge on and discuss the importance of continuous quality control at all levels, context, communication, timing, decisions on whether to repair or remove, and the significance of dysregulated quality control in disease.

Pseudouridine synthases modify human pre-mRNA co-transcriptionally and affect pre-mRNA processing.

Pseudouridine is a modified nucleotide that is prevalent in human mRNAs and is dynamically regulated. Here, we investigate when in their life cycle mRNAs become pseudouridylated to illuminate the potential regulatory functions of endogenous mRNA pseudouridylation. Using single-nucleotide resolution pseudouridine profiling on chromatin-associated RNA from human cells, we identified pseudouridines in nascent pre-mRNA at locations associated with alternatively spliced regions, enriched near splice sites, and overlapping hundreds of binding sites for RNA-binding proteins. In vitro splicing assays establish a direct effect of individual endogenous pre-mRNA pseudouridines on splicing efficiency. We validate hundreds of pre-mRNA sites as direct targets of distinct pseudouridine synthases and show that PUS1, PUS7, and RPUSD4-three pre-mRNA-modifying pseudouridine synthases with tissue-specific expression-control widespread changes in alternative pre-mRNA splicing and 3' end processing. Our results establish a vast potential for cotranscriptional pre-mRNA pseudouridylation to regulate human gene expression via alternative pre-mRNA processing.

Direct analysis of ribosome targeting illuminates thousand-fold regulation of translation initiation.

Translational control shapes the proteome in normal and pathophysiological conditions. Current high-throughput approaches reveal large differences in mRNA-specific translation activity but cannot identify the causative mRNA features. We developed direct analysis of ribosome targeting (DART) and used it to dissect regulatory elements within 5' untranslated regions that confer 1,000-fold differences in ribosome recruitment in biochemically accessible cell lysates. Using DART, we determined a functional role for most alternative 5' UTR isoforms expressed in yeast, revealed a general mode of increased translation via direct binding to a core translation factor, and identified numerous translational control elements including C-rich silencers that are sufficient to repress translation both in vitro and in vivo. DART enables systematic assessment of the translational regulatory potential of 5' UTR variants, whether native or disease-associated, and will facilitate engineering of mRNAs for optimized protein production in various systems.

Optimized protocol for quantifying 5' UTR-mediated translation initiation in S. cerevisiae using direct analysis of ribosome targeting.

Direct analysis of ribosome targeting (DART) allows investigators to measure the translation initiation potential of thousands of RNAs in parallel. Here, we describe an optimized protocol for generating active translation extract from S. cerevisiae, followed by in vitro translation, purification of ribosome-bound RNAs, and subsequent library preparation and sequencing. This protocol can be applied to a variety of cell types and will enable high-throughput interrogation of translational determinants. For complete details on the use and execution of this protocol, please refer to Niederer et al. (2022).1.

Pseudouridine site assignment by high-throughput in vitro RNA pseudouridylation and sequencing.

Pseudouridine (Ψ) is one of the most abundant modifications in cellular RNAs. High-throughput pseudouridine profiling of eukaryotic mRNAs from cells has revealed novel sites of modification across the transcriptome. Pseudouridine affects RNA structure and RNA-protein interactions with the potential to influence many steps of mRNA metabolism and thereby affect gene expression. Identifying the mechanisms by which individual pseudouridines sites are modified by pseudouridine synthases (PUS) will facilitate studies on the molecular functions of Ψ. Multiple pseudouridine synthases are expressed in all organisms and might direct pseudouridylation of diverse cellular RNAs, but the RNA targets of many enzymes and their specificity determinants remain to be defined. We developed a high-throughput in vitro pseudouridylation assay followed by sequencing that allows validation of candidate sites identified in cells, assignment of sites as direct targets of PUS and interrogation of the RNA sequence and structural features that direct modification. We also implemented an analysis pipeline to assign Ψ sites from these data, including an updated approach to peak-calling that accounts for noisy signal from low-abundance transcripts.

Investigating Pseudouridylation Mechanisms by High-Throughput in Vitro RNA Pseudouridylation and Sequencing.

Pseudouridine profiling has revealed many previously unknown sites of the RNA modification pseudouridine (Ψ) in cellular RNAs. All organisms express multiple pseudouridine synthases (PUS) whose RNA targets and mechanisms of targeting remain to be elucidated. Here, we describe a high-throughput in vitro pseudouridylation assay to interrogate pseudouridine status upon incubation with recombinant pseudouridine synthases (PUS) at thousands of RNA sequences of interest in parallel. This approach allows validation of sites provisionally identified in cells, identification of the direct targets of individual PUS, and interrogation of the determinants of target recognition including primary sequence and RNA secondary structure.

Restriction of SARS-CoV-2 replication by targeting programmed -1 ribosomal frameshifting.

Translation of open reading frame 1b (ORF1b) in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires a programmed -1 ribosomal frameshift (-1 PRF) promoted by an RNA pseudoknot. The extent to which SARS-CoV-2 replication may be sensitive to changes in -1 PRF efficiency is currently unknown. Through an unbiased, reporter-based high-throughput compound screen, we identified merafloxacin, a fluoroquinolone antibacterial, as a -1 PRF inhibitor for SARS-CoV-2. Frameshift inhibition by merafloxacin is robust to mutations within the pseudoknot region and is similarly effective on -1 PRF of other betacoronaviruses. Consistent with the essential role of -1 PRF in viral gene expression, merafloxacin impedes SARS-CoV-2 replication in Vero E6 cells, thereby providing proof-of-principle for targeting -1 PRF as a plausible and effective antiviral strategy for SARS-CoV-2 and other coronaviruses.

Quantitative Comparisons of Translation Activity by Ribosome Profiling with Internal Standards.

Ribosome profiling is a genome-wide approach to map the positions of ribosomes on messenger RNAs. The abundance of ribosome-protected fragments can be used within condition to compare relative translation activities between different transcripts and between distinct conditions for the same transcript. A unified and routine method is currently lacking, however, to normalize between conditions for differences in global translation levels. Here we describe experimental and computational methods to use an orthogonal species spike-in, or internal standard, to enable absolute comparisons of translation activity between conditions. This simple modification of standard ribosome profiling provides a robust approach for accurately interpreting the effects of diverse genetic, chemical, and environmental perturbations of translation.

Regulation and Function of RNA Pseudouridylation in Human Cells.

Recent advances in pseudouridine detection reveal a complex pseudouridine landscape that includes messenger RNA and diverse classes of noncoding RNA in human cells. The known molecular functions of pseudouridine, which include stabilizing RNA conformations and destabilizing interactions with varied RNA-binding proteins, suggest that RNA pseudouridylation could have widespread effects on RNA metabolism and gene expression. Here, we emphasize how much remains to be learned about the RNA targets of human pseudouridine synthases, their basis for recognizing distinct RNA sequences, and the mechanisms responsible for regulated RNA pseudouridylation. We also examine the roles of noncoding RNA pseudouridylation in splicing and translation and point out the potential effects of mRNA pseudouridylation on protein production, including in the context of therapeutic mRNAs.

mRNA structure determines modification by pseudouridine synthase 1.

Pseudouridine (Ψ) is a post-transcriptional RNA modification that alters RNA-RNA and RNA-protein interactions that affect gene expression. Messenger RNA pseudouridylation was recently discovered as a widespread and conserved phenomenon, but the mechanisms responsible for selective, regulated pseudouridylation of specific sequences within mRNAs were unknown. Here, we have revealed mRNA targets for five pseudouridine synthases and probed the determinants of mRNA target recognition by the predominant mRNA pseudouridylating enzyme, Pus1, by developing high-throughput kinetic analysis of pseudouridylation in vitro. Combining computational prediction and rational mutational analysis revealed an RNA structural motif that is both necessary and sufficient for mRNA pseudouridylation. Applying this structural context information predicted hundreds of additional mRNA targets that were pseudouridylated in vivo. These results demonstrate a structure-dependent mode of mRNA target recognition by a conserved pseudouridine synthase and implicate modulation of RNA structure as the probable mechanism to regulate mRNA pseudouridylation.

Pre-mRNA modifications and their role in nuclear processing.

BACKGROUND: Cellular non-coding RNAs are extensively modified post-transcriptionally, with more than 100 chemically distinct nucleotides identified to date. In the past five years, new sequencing based methods have revealed widespread decoration of eukaryotic messenger RNA with diverse RNA modifications whose functions in mRNA metabolism are only beginning to be known. RESULTS: Since most of the identified mRNA modifying enzymes are present in the nucleus, these modifications have the potential to function in nuclear pre-mRNA processing including alternative splicing. Here we review recent progress towards illuminating the role of pre-mRNA modifications in splicing and highlight key areas for future investigation in this rapidly growing field. CONCLUSIONS: Future studies to identify which modifications are added to nascent pre-mRNA and to interrogate the direct effects of individual modifications are likely to reveal new mechanisms by which nuclear pre-mRNA processing is regulated.

Lso2 is a conserved ribosome-bound protein required for translational recovery in yeast.

Ribosome-binding proteins function broadly in protein synthesis, gene regulation, and cellular homeostasis, but the complete complement of functional ribosome-bound proteins remains unknown. Using quantitative mass spectrometry, we identified late-annotated short open reading frame 2 (Lso2) as a ribosome-associated protein that is broadly conserved in eukaryotes. Genome-wide crosslinking and immunoprecipitation of Lso2 and its human ortholog coiled-coil domain containing 124 (CCDC124) recovered 25S ribosomal RNA in a region near the A site that overlaps the GTPase activation center. Consistent with this location, Lso2 also crosslinked to most tRNAs. Ribosome profiling of yeast lacking LSO2 (lso2Δ) revealed global translation defects during recovery from stationary phase with translation of most genes reduced more than 4-fold. Ribosomes accumulated at start codons, were depleted from stop codons, and showed codon-specific changes in occupancy in lso2Δ. These defects, and the conservation of the specific ribosome-binding activity of Lso2/CCDC124, indicate broadly important functions in translation and physiology.

Translation initiation factor eIF4G1 preferentially binds yeast transcript leaders containing conserved oligo-uridine motifs.

Translational control of gene expression plays essential roles in cellular stress responses and organismal development by enabling rapid, selective, and localized control of protein production. Translational regulation depends on context-dependent differences in the protein output of mRNAs, but the key mRNA features that distinguish efficiently translated mRNAs are largely unknown. Here, we comprehensively determined the RNA-binding preferences of the eukaryotic initiation factor 4G (eIF4G) to assess whether this core translation initiation factor has intrinsic sequence preferences that may contribute to preferential translation of specific mRNAs. We identified a simple RNA sequence motif-oligo-uridine-that mediates high-affinity binding to eIF4G in vitro. Oligo(U) motifs occur naturally in the transcript leader (TL) of hundreds of yeast genes, and mRNAs with unstructured oligo(U) motifs were enriched in immunoprecipitations against eIF4G. Ribosome profiling following depletion of eIF4G in vivo showed preferentially reduced translation of mRNAs with long TLs, including those that contain oligo(U). Finally, TL oligo(U) elements are enriched in genes with regulatory roles and are conserved between yeast species, consistent with an important cellular function. Taken together, our results demonstrate RNA sequence preferences for a general initiation factor, which cells potentially exploit for translational control of specific mRNAs.