Inefficient Translation Research Articles

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.

Critical cis-parameters influence STructure assisted RNA translation (START) initiation on non-AUG codons in eukaryotes.

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 if they are sufficiently stable to stall a scanning 43S particle and if they are located at an optimal distance from non-AUG codons to 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 functionally characterized alternative translation initiation sites in Homo sapiens. This analysis revealed that about 25% of these sites have an optimally located downstream secondary structure of adequate stability which could elicit START, regardless of the start codon. We validated the impact of these structures on translation initiation for several selected uORFs.

Epitranscriptional m6A modification of rRNA negatively impacts translation and host colonization in Staphylococcus aureus.

Macrolides, lincosamides, and streptogramin B (MLS) are structurally distinct molecules that are among the safest antibiotics for prophylactic use and for the treatment of bacterial infections. The family of erythromycin resistance methyltransferases (Erm) invariantly install either one or two methyl groups onto the N6,6-adenosine of 2058 nucleotide (m6A2058) of the bacterial 23S rRNA, leading to bacterial cross-resistance to all MLS antibiotics. Despite extensive structural studies on the mechanism of Erm-mediated MLS resistance, how the m6A epitranscriptomic mark affects ribosome function and bacterial physiology is not well understood. Here, we show that Staphylococcus aureus cells harboring m6A2058 ribosomes are outcompeted by cells carrying unmodified ribosomes during infections and are severely impaired in colonization in the absence of an unmodified counterpart. The competitive advantage of m6A2058 ribosomes is manifested only upon antibiotic challenge. Using ribosome profiling (Ribo-Seq) and a dual-fluorescence reporter to measure ribosome occupancy and translational fidelity, we found that specific genes involved in host interactions, metabolism, and information processing are disproportionally deregulated in mRNA translation. This dysregulation is linked to a substantial reduction in translational capacity and fidelity in m6A2058 ribosomes. These findings point to a general "inefficient translation" mechanism of trade-offs associated with multidrug-resistant ribosomes.

A positive feedback circuit driven by m6A-modified circular RNA facilitates colorectal cancer liver metastasis

BackgroundLiver metastasis is the leading cause of death in patients with colorectal cancer (CRC). Emerge evidence suggests that circular RNA (circRNA) is a pivotal player in cancer progression. However, its role in CRC liver metastasis remains largely unknown.MethodsCirc-YAP expression was detected by qRT-PCR and in situ hybridization. The function of circ-YAP was tested by wound healing, transwell and CCK-8 assays. RNA immunoprecipitation, pull-down, luciferase reporter, chromatin immunoprecipitation assays were used to investigate the mechanism underlying circ-YAP promoting CRC liver metastasis. CRC liver metastasis animal model was established to assess the effect of circ-YAP in vivo.ResultsCirc-YAP was notably upregulated in CRC with liver metastasis, which was associated with dismal prognosis. Circ-YAP promoted CRC cell migration and invasion in vitro, and facilitated liver metastasis in patient-derived xenografts (PDX) models in vivo. Mechanistically, circ-YAP encoded a novel truncated protein containing 220 amino acids, termed as YAP-220aa, which competitively bound to LATS1, resulting in YAP dephosphorylation and nuclear translocation, thereby activating a cohort of metastasis-promoting genes. Importantly, N6-methyladenosine (m6A) modification orchestrated efficient initiation of circ-YAP translation, requiring m6A reader YTHDF3 and eIF4G2 translation initiation complex. Intriguingly, circ-YAP was transcriptionally enhanced by YAP/TEAD complex, thus forming a positive regulatory feed-forward loop.ConclusionsOur findings reveal a previously uncharacterized oncoprotein encoded by circ-YAP, implying a promising biomarker and therapeutic target for CRC patients with liver metastasis.

Validating the EMCV IRES Secondary Structure with Structure-Function Analysis.

The encephalomyocarditis virus internal ribosome entry site (EMCV IRES) is a structured RNA sequence found in the 5' UTR of the genomic RNA of the encephalomyocarditis virus. The EMCV IRES structure facilitates efficient translation initiation without needing a 5' m7G cap or the cap-binding protein eIF4E. The secondary structure of IRES has been the subject of several previous studies, and a number of different structural models have been proposed. Though some domains of the IRES are conserved across the different secondary structure models, domain I of the IRES varies greatly across them. A literature comparison led to the identification of three regions of interest that display structural heterogeneity within past secondary structure models. To test the accuracy of the secondary structure models in these regions, we employed mutational analysis and SHAPE probing. Mutational analysis revealed that two helical regions within the identified regions of interest are important for IRES translation. These helical regions are consistent with only one of the structure predictions in the literature and do not form in EMCV IRES structures predicted using modern secondary structure prediction methods. The importance of these regions is further supported by multiple SHAPE protections when probing was performed after in vitro translation, indicating that these regions are involved in the IRES translation complex. This work validates a published structure and demonstrates the importance of domain I during EMCV IRES translation initiation.

Ribosome heterogeneity results in leader sequence-mediated regulation of protein synthesis in Francisella tularensis.

Although ribosomes are generally examined in aggregate, ribosomes can be heterogenous in composition. Evidence is accumulating that changes in ribosome composition may result in altered function, such that ribosome heterogeneity may provide a mechanism to regulate protein synthesis. Ribosome heterogeneity in the human pathogen Francisella tularensis results from incorporation of one of three homologs of bS21, a small ribosomal subunit protein demonstrated to regulate protein synthesis in other bacteria. Loss of one homolog, bS21-2, results in genome-wide post-transcriptional changes in protein abundance. This suggests that bS21-2 can, either directly or indirectly, lead to preferential translation of particular mRNAs. Here, we examine the potential of bS21-2 to function in a leader sequence-dependent manner and to function indirectly, via Hfq. We found that the 5´ untranslated region (UTR) of some bS21-2-responsive genes, including key virulence genes, is sufficient to alter translation in cells lacking bS21-2. We further identify features of a 5´ UTR that allow responsiveness to bS21-2. These include an imperfect Shine-Dalgarno sequence and a particular six nucleotide sequence. Our results are consistent with a model in which a bS21 homolog increases the efficiency of translation initiation through interactions with specific leader sequences. With respect to bS21-2 indirectly regulating translation via the RNA-binding protein Hfq, we found that Hfq controls transcript abundance rather than protein synthesis, impacting virulence gene expression via a distinct mechanism. Together, we determined that ribosome composition in F. tularensis regulates translation in a leader sequence-dependent manner, a regulatory mechanism which may be used in other bacteria. IMPORTANCE Ribosome heterogeneity is common in bacteria, and there is mounting evidence that ribosome composition plays a regulatory role in protein synthesis. However, mechanisms of ribosome-driven gene regulation are not well understood. In the human pathogen Francisella tularensis, which encodes multiple homologs for the ribosomal protein bS21, loss of one homolog impacts protein synthesis and virulence. Here, we explore the mechanism behind bS21-mediated changes in protein synthesis, finding that they can be linked to altered translation initiation and are dependent on specific sequences in the leaders of transcripts. Our data support a model in which ribosome composition regulates gene expression through translation, a strategy that may be conserved in diverse organisms with various sources of ribosome heterogeneity.

An Evolutionarily Conserved Strategy for Ribosome Binding and Host Translation Inhibition by β-coronavirus Non-structural Protein 1

An important pathogenicity factor of SARS-CoV-2 and related coronaviruses is Non-structural protein 1 (Nsp1), which suppresses host gene expression and stunts antiviral signaling. SARS-CoV-2 Nsp1 binds the ribosome to inhibit translation through mRNA displacement and induces degradation of host mRNAs. Here we show that Nsp1-dependent host shutoff is conserved in diverse coronaviruses, but only Nsp1 from β-Coronaviruses (β-CoV) inhibits translation through ribosome binding. The C-terminal domain (CTD) of all β-CoV Nsp1s confers high-affinity ribosome binding despite low sequence conservation. Modeling of interactions of four Nsp1s with the ribosome identified the few absolutely conserved amino acids that, together with an overall conservation in surface charge, form the β-CoV Nsp1 ribosome-binding domain. Contrary to previous models, the Nsp1 ribosome-binding domain is an inefficient translation inhibitor. Instead, the Nsp1-CTD likely functions by recruiting Nsp1′s N-terminal “effector” domain. Finally, we show that a cis-acting viral RNA element has co-evolved to fine-tune SARS-CoV-2 Nsp1 function, but does not provide similar protection against Nsp1 from related viruses. Together, our work provides new insight into the diversity and conservation of ribosome-dependent host-shutoff functions of Nsp1, knowledge that could aid future efforts in pharmacological targeting of Nsp1 from SARS-CoV-2 and related human-pathogenic β-CoVs. Our study also exemplifies how comparing highly divergent Nsp1 variants can help to dissect the different modalities of this multi-functional viral protein.

On translational control by ribosome speed in S. cerevisiae

Introduction: In addition to the widespread and well documented control of protein synthesis by translation initiation, recent evidence suggests that translation elongation can also control protein synthesis rates. One of the proposed mechanisms leading to elongation control is the interference of slow ribosome movement around the start codon with efficient translation initiation. Here we estimate the frequency with which this mode of control occurs in baker’s yeast growing in rich medium.Methods: We interrogate published genome-wide datasets for evidence of transcripts associated with queueing small ribosomal subunits, and confirm results from these surveys using additional experimental work.Results: Our analyses reveal that transcripts from around 20% of yeast genes show evidence of queueing ribosomes, which may be indicative of translation elongation control. Moreover, this subset of transcripts is sensitive to distinct regulatory signals compared to initiation-controlled mRNAs, and such distinct regulation occurs, for example, during the response to osmotic stress.Discussion: Our analyses provide a first quantitative estimate for the prevalence of translational control exerted via the elongation stage in a commonly used model organism, and suggest that transcript under elongation control form a separately addressable RNA regulon.

N-terminal alanine-rich (NTAR) sequences drive precise start codon selection resulting in elevated translation of multiple proteins including ERK1/2.

We report the discovery of N-terminal alanine-rich sequences, which we term NTARs, that act in concert with their native 5'-untranslated regions to promote selection of the proper start codon. NTARs also facilitate efficient translation initiation while limiting the production of non-functional polypeptides through leaky scanning. We first identified NTARs in the ERK1/2 kinases, which are among the most important signaling molecules in mammals. Analysis of the human proteome reveals that hundreds of proteins possess NTARs, with housekeeping proteins showing a particularly high prevalence. Our data indicate that several of these NTARs act in a manner similar to those found in the ERKs and suggest a mechanism involving some or all of the following features: alanine richness, codon rarity, a repeated amino acid stretch and a nearby second AUG. These features may help slow down the leading ribosome, causing trailing pre-initiation complexes (PICs) to pause near the native AUG, thereby facilitating accurate translation initiation. Amplification of erk genes is frequently observed in cancer, and we show that NTAR-dependent ERK protein levels are a rate-limiting step for signal output. Thus, NTAR-mediated control of translation may reflect a cellular need to precisely control translation of key transcripts such as potential oncogenes. By preventing translation in alternative reading frames, NTAR sequences may be useful in synthetic biology applications, e.g. translation from RNA vaccines.

Dissecting the roles of EIF4G homologs reveals DAP5 as a modifier of CGG repeat-associated toxicity in a Drosophila model of FXTAS

Neurodegeneration in Fragile X-associated tremor/ataxia syndrome (FXTAS) is caused by a CGG trinucleotide repeat expansion in the 5′ UTR of FMR1. Expanded CGG repeat RNAs form stable secondary structures, which in turn support repeat-associated non-AUG (RAN) translation to produce toxic peptides. The parameters that impact RAN translation initiation efficiency are not well understood. Here we used a Drosophila melanogaster model of FXTAS to evaluate the role of the eIF4G family of eukaryotic translation initiation factors (EIF4G1, EIF4GII and EIF4G2/DAP5) in modulating RAN translation and CGG repeat-associated toxicity. DAP5 knockdown robustly suppressed CGG repeat-associated toxicity and inhibited RAN translation. Furthermore, knockdown of initiation factors that preferentially associate with DAP5 (such as EIF2β, EIF3F and EIF3G) also selectively suppressed CGG repeat-induced eye degeneration. In mammalian cellular reporter assays, DAP5 knockdown exhibited modest and cell-type specific effects on RAN translation. Taken together, these data support a role for DAP5 in CGG repeat associated toxicity possibly through modulation of RAN translation.

Decapping factor Dcp2 controls mRNA abundance and translation to adjust metabolism and filamentation to nutrient availability.

Degradation of most yeast mRNAs involves decapping by Dcp1/Dcp2. DEAD-box protein Dhh1 has been implicated as an activator of decapping, in coupling codon non-optimality to enhanced degradation, and as a translational repressor, but its functions in cells are incompletely understood. RNA-Seq analyses coupled with CAGE sequencing of all capped mRNAs revealed increased abundance of hundreds of mRNAs in dcp2Δ cells that appears to result directly from impaired decapping rather than elevated transcription. Interestingly, only a subset of mRNAs requires Dhh1 for targeting by Dcp2, and also generally requires the other decapping activators Pat1, Edc3 or Scd6; whereas most of the remaining transcripts utilize NMD factors for Dcp2-mediated turnover. Neither inefficient translation initiation nor stalled elongation appears to be a major driver of Dhh1-enhanced mRNA degradation. Surprisingly, ribosome profiling revealed that dcp2Δ confers widespread changes in relative translational efficiencies (TEs) that generally favor well-translated mRNAs. Because ribosome biogenesis is reduced while capped mRNA abundance is increased by dcp2&Delta, we propose that an increased ratio of mRNA to ribosomes increases competition among mRNAs for limiting ribosomes to favor efficiently translated mRNAs in dcp2Δ cells. Interestingly, genes involved in respiration or utilization of alternative carbon or nitrogen sources are up-regulated, and both mitochondrial function and cell filamentation are elevated in dcp2Δ cells, suggesting that decapping sculpts gene expression post-transcriptionally to fine-tune metabolic pathways and morphological transitions according to nutrient availability.

The ASC-1 complex promotes translation initiation by scanning ribosomes.

Translation initiates when the eIF4F complex binds the 5' mRNA cap, followed by 5' untranslated region scanning for the start codon by scanning ribosomes. Here, we demonstrate that the ASC-1 complex (ASCC), which was previously shown to promote the dissociation of colliding 80S ribosomes, associates with scanning ribosomes to regulate translation initiation. Selective translation complex profiling (TCP-seq) analysis revealed that ASCC3, a helicase domain-containing subunit of ASCC, localizes predominantly to the 5' untranslated region of mRNAs. Ribo-seq, TCP-seq, and luciferase reporter analyses showed that ASCC3 knockdown impairs 43S preinitiation complex loading and scanning dynamics, thereby reducing translation efficiency. Whereas eIF4A, an RNA helicase in the eIF4F complex, is important for global translation, ASCC was found to regulate the scanning process for a specific subset of transcripts. Our results have thus revealed that ASCC is required not only for dissociation of colliding 80S ribosomes but also for efficient translation initiation by scanning ribosomes at a subset of transcripts.

Requirements for mammalian promoters to decode transcription factor dynamics.

In response to different stimuli many transcription factors (TFs) display different activation dynamics that trigger the expression of specific sets of target genes, suggesting that promoters have a way to decode dynamics. Here, we use optogenetics to directly manipulate the nuclear localization of a synthetic TF in mammalian cells without affecting other processes. We generate pulsatile or sustained TF dynamics and employ live cell microscopy and mathematical modelling to analyse the behaviour of a library of reporter constructs. We find decoding of TF dynamics occurs only when the coupling between TF binding and transcription pre-initiation complex formation is inefficient and that the ability of a promoter to decode TF dynamics gets amplified by inefficient translation initiation. Using the knowledge acquired, we build a synthetic circuit that allows obtaining two gene expression programs depending solely on TF dynamics. Finally, we show that some of the promoter features identified in our study can be used to distinguish natural promoters that have previously been experimentally characterized as responsive to either sustained or pulsatile p53 and NF-κB signals. These results help elucidate how gene expression is regulated in mammalian cells and open up the possibility to build complex synthetic circuits steered by TF dynamics.

When translation elongation is impaired, the mRNA is uniformly destabilized by the RNA degradosome, while the concentration of mRNA is altered along the molecule.

mRNA sits at the crossroads of transcription, translation and mRNA degradation. Many questions remain about the coupling of these three processes in Escherichia coli and, in particular, how translation may have an effect on mRNA degradation and transcription. To characterize the interplay between mRNA degradation and translation while accounting for transcription, we altered the translation initiation or elongation and measured the effects on mRNA stability and concentration. Using a mapping method, we analysed mRNA concentration and stability at the local scale all along the transcript. We showed that a decrease in translation initiation efficiency destabilizes the mRNA and leads to a uniform decrease in mRNA concentration throughout the molecule. Prematurely terminating translation elongation by inserting a stop codon is associated with a drop in local mRNA concentration downstream of the stop codon, due to the uncoupling of transcription and translation. In contrast, this translation alteration uniformly destabilizes the coding and ribosome-free regions, in a process triggered by RNase E activity, and its ability to form the RNA degradome. These results demonstrate how ribosomes protect mRNA molecules and highlight how translation, mRNA degradation and transcription are deeply interconnected in the quality control process that avoids unproductive gene expression in cells.

Methionyl-tRNA formyltransferase utilizes 10-formyldihydrofolate as an alternative substrate and impacts antifolate drug action.

Methionyl-tRNA formyltransferase (Fmt)-mediated formylation of Met-tRNAfMet to fMet-tRNAfMet is crucial for efficient initiation of translation in bacteria and the eukaryotic organelles. Folate dehydrogenase-cyclohydrolase (FolD), a bifunctional enzyme, carries out conversion of 5,10-methylene tetrahydrofolate (5,10-CH2-THF) to 10-formyl-THF (10-CHO-THF), a metabolite utilized by Fmt as a formyl group donor. In this study, using in vivo and in vitro approaches, we show that 10-CHO-DHF may also be utilized by Fmt as an alternative substrate (formyl group donor) to formylate Met-tRNAfMet. Dihydrofolate (DHF) formed as a by-product in the in vitro assay was verified by LC-MS/MS analysis. FolD-deficient mutants and Fmt over-expressing strains were more sensitive to trimethoprim (TMP) than the ∆fmt strain, suggesting that the domino effect of TMP leads to inhibition of protein synthesis and strain growth. Antifolate treatment to Escherichia coli showed a decrease in the reduced folate species (THF, 5,10-CH2-THF, 5-CH3-THF, 5,10-CH+-THF and 5-CHO-THF) and increase in the oxidized folate species (folic acid and DHF). In cells, 10-CHO-DHF and 10-CHO-folic acid were enriched in the stationary phase. This suggests that 10-CHO-DHF is a bioactive metabolite in the folate pathway for generating other folate intermediates and fMet-tRNAfMet.

Linking translation factor conformational dynamics with translation efficiencies and gene expression.

Translation initiation is a tightly regulated step in eukaryotic translation; deregulation leads to altered gene expression, tumor formation and cancer. The process involves a large set of initiation factors (eIFs), including the DEAD-box helicase eIF4A, an ATP-dependent RNA helicase responsible for unwinding of secondary structures in the 5’-UTR of mRNAs. Together with the cap-binding protein eIF4E and the scaffold protein eIF4G, eIF4A forms the eIF4F complex that recognizes the 5’-cap and, assisted by eIF4B, recruits the 40S ribosomal subunit. The resulting pre-initiation complex then scans through the 5’-untranslated region (5’-UTR) towards the start codon, where protein synthesis commences. Here, we investigate the regulation of eIF4A activity by other translation factors and by the 5’-UTR. In single-molecule FRET experiments in solution and on surface-immobilized eIF4A we show that eIF4B and eIF4G modulate eIF4A activities by accelerating the conformational changes that are coupled to ATP hydrolysis and RNA unwinding. We further dissect the intricate interplay of individual domains of eIF4G, and the interaction with eIF4E and the 5’-cap, and show that eIF4A conformational dynamics and activities are fine-tuned through a delicately balanced network of stimulatory and inhibitory effects. Strikingly, the 5’-UTR itself also modulates eIF4A activity by altering its conformational dynamics. 5’-UTRs of mRNAs with different eIF4A dependence in vivo achieve different levels of eIF4A stimulation, suggesting that a link between the conformational dynamics of eIF4A and eIF4A dependence. By combining single-molecule FRET experiments with in vitro translation assays, we provide evidence that the conformational dynamics of eIF4A is a key determinant for eIF4A dependence, and for the efficiency of translation initiation and gene expression.

Using single-molecule fluorescence techniques to understand the enzymatic cycle of sex-biased RNA helicases DDX3X and DDX3Y.

Sex differences are pervasive in human health and disease with the most striking differences lying in the sex chromosomes, which encode a group of sex-specific protein homologs. DDX3X and DDX3Y are a pair of sexually dimorphic non-processive ATP-dependent RNA helicases. We previously showed that DDX3Y forms larger, less dynamic phase separated condensates compared to DDX3X, possibly due to the lower ATPase activity of DDX3Y and different dynamic interactions with RNA. We used single-molecule FRET of immobilized, fluorescently labeled RNA duplexes and reported that DDX3X and DDX3Y show different binding dynamics and partial unwinding activities (Shen and Yanas et al., Molecular Cell 2022). To further investigate the enzymatic activities of DDX3, we used multiparameter confocal spectroscopy to obtain unwinding, time-resolved anisotropy, diffusion coefficients, and structural changes by FRET of freely diffusing RNA duplexes upon addition of DDX3, with and without ATP. Duplex RNA with a 5’ overhang was labeled with a Cy3 and Alexa647 FRET pair at the chain termini. The proportion of duplex RNA was quantified and used as a readout for helicase activity, and DDX3X shows higher helicase activity than DDX3Y. With ns time-resolved fluorescence anisotropy, we found that the shorter, non-overhanging strand RNA is released with helicase activity, whereas protein remains bound to the longer RNA strand. Diffusion constants from fluorescence correlation spectroscopy revealed formation of enzymatically active protein clusters at low DDX concentrations. Removal of N- and C-terminal intrinsically disordered regions suppressed formation of clusters and reduced enzymatic activity. We hypothesize that these clusters act as “helicase hubs,” possibly tiny nuclei of liquid granules, which may be translational centers in the cell, leading to efficient translation initiation.

Combining machine learning with a pharmaceutical technology roadmap to analyze technological innovation opportunities

Technology roadmaps (TRM) with flexible architectural structures and development processes can effectively mitigate innovation dilemmas in pharmaceutical technology innovation opportunity analysis, such as long innovation cycles and inefficient translation. However, pharmaceutical technology innovation has become complicated and increasingly diverse. The current TRMs do not adapt well to this new reality. In response, this study proposes a systematic and specific framework to develop a pharmaceutical technology roadmap. Compared with standardized TRM, this TRM proposes three improvements. The first extension is the designing of the layers. The second extension is the selecting of the data source. The last extension is the processing of data sources. To validate the proposed framework, a case study in the field of hyperuricemia drugs was conducted. Our analysis focuses on the construction of a pharmaceutical TRM framework and a review of technology topics from multiple data sources that can supply quantitative information to explore the current trends. The analyzed results can assist the research and development professionals to predict technological opportunities and support experts to make more reasonable decision-making for a particular pharmaceutical domain.

Semantic Orientation of Crosslingual Sentiments: Employment of Lexicon and Dictionaries

Sentiment Analysis is a modern discipline at the crossroads of data mining and natural language processing. It is concerned with the computational treatment of public moods shared in the form of text over social networking websites. Social media users express their feelings in conversations through cross-lingual terms, intensifiers, enhancers, reducers, symbols, and Net Lingo. However, the generic Sentiment Analysis (SA) research lacks comprehensive coverage about such abstruseness. In particular, they are inapt in the semantic orientation of Crosslingual based code switching, capitalization and accentuation of opinionative text due to the lack of annotated corpora, computational resources, linguistic processing and inefficient machine translation. This study proposes a Heuristic Framework for Crosslingual Sentiment Analysis (HF-CSA) and takes into consideration the NetLingua, code switching, opinion intensifiers, enhancers and reducers in order to cope with intrinsic linguistic peculiarities. The performance of proposed HF-CSA is examined on the Twitter dataset and the robustness of system is assessed on SemEval-2020 task9. The results show that HF-CSA outperformed the existing systems and reached to 71.6% and 76.18% of average accuracy on Clift and SemEval-2020 datasets respectively.

Impaired ribosome-associated quality control of C9orf72 arginine-rich dipeptide-repeat proteins.

Protein quality control pathways have evolved to ensure the fidelity of protein synthesis and efficiently clear potentially toxic protein species. Defects in ribosome-associated quality control and its associated factors have been implicated in the accumulation of aberrant proteins and neurodegeneration. C9orf72 repeat-associated non-AUG translation has been suggested to involve inefficient translation elongation, lead to ribosomal pausing and activation of ribosome-associated quality control pathways. However, the role of the ribosome-associated quality control complex in the processing of proteins generated through this non-canonical translation is not well understood. Here we use reporter constructs containing the C9orf72-associated hexanucleotide repeat, ribosome-associated quality control complex deficient cell models and stain for ribosome-associated quality control markers in C9orf72-expansion carrier human tissue to understand its role in dipeptide-repeat protein pathology. Our studies show that canonical ribosome-associated quality control substrates products are efficiently cleared by the ribosome-associated quality control complex in mammalian cells. Furthermore, using stalling reporter constructs, we show that repeats associated with the C9orf72-expansion induce ribosomal stalling when arginine (R)-rich dipeptide-repeat proteins are synthesized in a length-dependent manner. However, despite triggering this pathway, these arginine-rich dipeptide-repeat proteins are not efficiently processed by the core components of the ribosome-associated quality control complex (listerin, nuclear-export mediator factor and valosin containing protein) partly due to lack of lysine residues, which precludes ubiquitination. Deficient processing by this complex may be implicated in C9orf72-expansion associated disease as dipeptide-repeat protein inclusions were observed to be predominantly devoid of ubiquitin and co-localize with nuclear-export mediator factor in mutation carriers' frontal cortex and cerebellum tissue. These findings suggest that impaired processing of these arginine-rich dipeptide-repeat proteins derived from repeat-associated non-AUG translation by the ribosome-associated quality control complex may contribute to protein homeostasis dysregulation observed in C9orf72-expansion amyotrophic lateral sclerosis and frontotemporal degeneration neuropathogenesis.