The non-neutral, multi-level, phenotypic impact of synonymous mutations revealed through heterologous gene expression in human cells.

Redundancy in the genetic code allows for differences in transcription and/or translation efficiency between mRNA molecules carrying synonymous polymorphisms, with potential phenotypic impact at the molecular and at the organismal level. A combination of neutral and selective processes determines the global genome codon usage preferences, as well as local differences between genes within a genome and between positions along a single gene. The relative contribution of evolutionary forces at shaping codon usage bias in eukaryotes is a matter of debate, especially in mammals. The main riddle remains understanding the sharp contrast between the strong molecular impact of gene expression differences arising from codon usage preferences and the thin evidence for codon usage selection at the organismal level. Here we report a multiscale analysis of the consequences of alternative codon usage on heterologous gene expression in human cells. We generated synonymous versions of the shble antibiotic resistance gene, fused to a fluorescent reporter, and expressed independently them in human HEK293 cells. We analysed: i) mRNA-to-DNA and protein-to-mRNA ratios for each shble version; ii) cellular fluorescence, using flow cytometry, as a proxy for single cell-level construct expression; and iii) real-time cell proliferation in absence or presence of antibiotic, as a proxy for the cellular fitness. Our results show that differences in codon usage preferences in our focal gene strongly impacted the molecular and the cellular phenotype: i) they elicited large differences in mRNA and in protein levels, as well in mRNA-to-protein ratio; ii) they introduced splicing events not predicted by current algorithms; iii) they lead to reproducible phenotypic heterogeneity as different multimodal distributions of cellular fluorescence EGFP; iv) they resulted in a trade-off between burden of heterologous expression and antibiotic resistance. While certain codon usage-related variables monotonically correlated with protein expression, other variables (e.g. CpG content or mRNA folding energy) displayed a bell-like behaviour. We interpret that codon usage preferences strongly shape the molecular and cellular phenotype in human cells through a direct impact on gene expression.

m7G cap-eIF4E interaction stimulates polysome formation by enhancing first-round initiation kinetics

Translation in eukaryotic cells occurs predominantly through a 7-methylguanosine (m7G) cap-dependent mechanism. m7G cap interactions with eukaryotic initiation factor 4E (eIF4E) facilitates 43S recruitment to the mRNA 5' end and enhances the translation efficiency of mRNA. However, it remains poorly understood how m7G cap-eIF4E interactions affect polysome formation kinetics. Here, we examine the role of the m7G cap in polysome formation by utilizing a single-molecule approach to track individual ribosomes during active translation. Translation was monitored in wheat germ extract with capped and uncapped synthetic mRNAs and in HeLa extract with purified human eIF4E titration. The presence of the m7G cap and the supplementation of eIF4E to eIF4E-deficient extract enhanced the kinetics of the first initiation event of polysomes. Subsequent to the first initiation event, efficient polysome-forming initiation events occurred independent of mRNA m7G capping status and eIF4E concentration. Our results indicate that m7G cap-eIF4E interactions in wheat germ and HeLa extracts promote polysome formation by enhancing first-round initiation kinetics. The dynamics of individual translation events on polysomal mRNAs suggest that first-round initiation events activate mRNAs for efficient subsequent rounds of polysome-forming initiation.

Stable m7G Cap-Distal 5'UTR Hairpin Structure Mediates Distinct 40S and 60S Binding Dynamics

The 5' untranslated region (UTR) of diverse mRNAs contains secondary structures that can influence protein synthesis by modulating the initiation step of translation. Studies support the ability of these structures to inhibit 40S subunit recruitment and scanning, but the dynamics of ribosomal subunit interactions with mRNA remain poorly understood. Here, we developed a reconstituted Saccharomyces cerevisiae cell-free translation system with fluorescently labeled ribosomal subunits. We applied this extract and single-molecule fluorescence microscopy to monitor, in real time, individual 40S and 60S interactions with mRNAs containing 5' UTR hairpin structures with varying thermostability. In comparison to mRNAs containing no or weak 5' UTR hairpins (ΔG >= -5.4 kcal/mol), mRNAs with stable hairpins (ΔG <= -16.5 kcal/mol) showed reduced numbers of 60S recruitment to mRNA, consistent with the expectation of reduced translation efficiency for such mRNAs. Interestingly, such mRNAs showed increased numbers of 40S recruitment events to individual mRNAs but with shortened duration on mRNA. Correlation analysis showed that these unstable 40S binding events were nonproductive for 60S recruitment. Furthermore, although the mRNA sequence is long enough to accommodate multiple 40S, individual mRNAs are predominantly observed to engage with a single 40S at a time, indicating the sequestering of mRNA 5' end by initiating 40S. Altogether, these observations suggest that stable cap-distal hairpins in 5' UTR reduce initiation and translation efficiency by destabilizing 40S-mRNA interactions and promoting 40S dissociation from mRNA. The premature 40S dissociation frees mRNA 5'-end accessibility for new initiation events, but the increased rate of 40S recruitment is insufficient to compensate for the reduction of initiation efficiency due to premature 40S dissociation. This study provides the first single-molecule kinetic characterization of 40S/60S interactions with mRNA during cap-dependent initiation and the modulation of such interactions by cap-distal 5' UTR hairpin structures.

Development of Multi-epitope Subunit Vaccine Against Pseudomonas aeruginosa Using OprF/OprI and PopB Proteins

Background: The emerging problem of antibiotic resistance in Pseudomonas aeruginosa is a global health concern; hence, revealing innovative therapeutic approaches (such as designing an immunogenic vaccine candidate) is needed. There is no evidence of the availability of an effective vaccine that can combat the infection caused by this microorganism. Objectives: This research was conducted to develop a potential chimeric vaccine against P. aeruginosa using reverse vaccinology approaches. Methods: The present vaccine candidate comprised outer membrane protein F and I (OprF/OprI) and PopB with appropriate linkers. After applying meticulous immune-informatics investigation, the multi-epitope vaccine was created, including helper T lymphocyte (HTL), cytotoxic T lymphocyte (CTL), interferon gamma (IFN-γ), and interleukin 4 (IL-4) epitopes. Then, the physicochemical characteristics, allergenicity, toxicity, and antigenicity were analyzed. After investigating the secondary structure, the tertiary structure (3D) model was generated, refined, and validated via computational methods. Besides, the strong protein-ligand interaction and stability between the vaccine candidate and toll-like receptor 4 (TLR4) were determined via molecular docking and dynamics analyses. Moreover, in silico cloning accompanied by pET-22b (+) was used to achieve high translation efficiency. Results: Our results presumed that the chimeric-designed vaccine was thermostable and contained optimal physicochemical properties. This vaccine candidate was nontoxic and highly soluble and had stable protein and TLR4 interaction, adequately overexpressed in Escherichia coli. Overall, it could induce immune responses and repress this microorganism. Conclusions: Therefore, to inhibit Pseudomonas infections experimentally, the efficacy and safety of the vaccine design need to be validated.

RNA m6A Modification in Immunocytes and DNA Repair: The Biological Functions and Prospects in Clinical Application

As the most prevalent internal modification in mRNA, N6-methyladenosine (m6A) plays broad biological functions via fine-tuning gene expression at the post-transcription level. Such modifications are deposited by methyltransferases (i.e., m6A Writers), removed by demethylases (i.e., m6A Erasers), and recognized by m6A binding proteins (i.e., m6A Readers). The m6A decorations regulate the stability, splicing, translocation, and translation efficiency of mRNAs, and exert crucial effects on proliferation, differentiation, and immunologic functions of immunocytes, such as T lymphocyte, B lymphocyte, dendritic cell (DC), and macrophage. Recent studies have revealed the association of dysregulated m6A modification machinery with various types of diseases, including AIDS, cancer, autoimmune disease, and atherosclerosis. Given the crucial roles of m6A modification in activating immunocytes and promoting DNA repair in cells under physiological or pathological states, targeting dysregulated m6A machinery holds therapeutic potential in clinical application. Here, we summarize the biological functions of m6A machinery in immunocytes and the potential clinical applications via targeting m6A machinery.

Adaptations in metabolism and protein translation give rise to the Crabtree effect in yeast

Aerobic fermentation, also referred to as the Crabtree effect in yeast, is a well-studied phenomenon that allows many eukaryal cells to attain higher growth rates at high glucose availability. Not all yeasts exhibit the Crabtree effect, and it is not known why Crabtree-negative yeasts can grow at rates comparable to Crabtree-positive yeasts. Here, we quantitatively compared two Crabtree-positive yeasts, Saccharomyces cerevisiae and Schizosaccharomyces pombe, and two Crabtree-negative yeasts, Kluyveromyces marxianus and Scheffersomyces stipitis, cultivated under glucose excess conditions. Combining physiological and proteome quantification with genome-scale metabolic modeling, we found that the two groups differ in energy metabolism and translation efficiency. In Crabtree-positive yeasts, the central carbon metabolism flux and proteome allocation favor a glucose utilization strategy minimizing proteome cost as proteins translation parameters, including ribosomal content and/or efficiency, are lower. Crabtree-negative yeasts, however, use a strategy of maximizing ATP yield, accompanied by higher protein translation parameters. Our analyses provide insight into the underlying reasons for the Crabtree effect, demonstrating a coupling to adaptations in both metabolism and protein translation.

Human cellular homeostasis buffers trans-acting translational effects of heterologous gene expression with very different codon usage bias

The frequency of synonymous codons in protein coding genes is non-random and varies both between species and between genes within species. Whether this codon usage bias (CUBias) reflects underlying neutral mutational processes or is instead shaped by selection remains an open debate, especially regarding the role of selection for enhanced protein production. Variation in CUBias of a gene (be it natural synonymous mutations or biotechnological synonymous recoding) can have an enormous impact on its expression by diverse cis- acting mechanisms. But expression of genes with extreme CUBias can also lead to strong phenotypic effects by altering the overall intracellular translation homeostasis via competition for ribosomal machinery or tRNA depletion. In this study, we expressed at high levels in human cells six different synonymous versions of a gene and used matched transcriptomic and proteomic data to evaluate the impact of CUBias of the heterologous gene on the translation of cellular transcripts. Our experimental design focused specifically on differences during translation elongation. Response to expression of the different synonymous sequences was assessed by various approaches, ranging from analyses performed on a per-gene basis to more integrated approaches of the cell as a whole. We observe that the transcriptome displayed substantial changes as a result of heterologous gene expression by triggering an intense antiviral and inflammatory response, but that changes in the proteomes were very modest. Most importantly we notice that changes in translation efficiency of cellular transcripts were not associated with the direction of the CUBias of the heterologous sequences, thereby providing only limited support for trans- acting effects of synonymous changes. We interpret that, in human cells in culture, changes in CUBias can lead to important cis- acting effects in gene expression, but that cellular homeostasis can buffer the phenotypic impact of overexpression of heterologous genes with extreme CUBias.

Single cell quantification of ribosome occupancy in early mouse development

Technological limitations precluded transcriptome-wide analyses of translation at single cell resolution. To solve this challenge, we developed a novel microfluidic isotachophoresis approach, named RIBOsome profiling via IsoTachoPhoresis (Ribo-ITP), and characterized translation in single oocytes and embryos during early mouse development. We identified differential translation efficiency as a key regulatory mechanism of genes involved in centrosome organization and N6-methyladenosine modification of RNAs. Our high coverage measurements enabled the first analysis of allele-specific ribosome engagement in early development and led to the discovery of stage-specific differential engagement of zygotic RNAs with ribosomes. Finally, by integrating our measurements with proteomics data, we discovered that ribosome occupancy in germinal vesicle stage oocytes is the predominant determinant of protein abundance in the zygote. Taken together, these findings resolve the long-standing paradox of low correlation between RNA expression and protein abundance in early embryonic development. The novel Ribo-ITP approach will enable numerous applications by providing high coverage and high resolution ribosome occupancy measurements from ultra-low input samples including single cells.

AZFa Y Gene, DDX3Y, Evolved Novel Testis Transcript Variants in Primates with Proximal 3´UTR Polyadenylation for Germ Cell Specific Translation

Translational control is a major level of gene expression regulation in the male germ line. DDX3Y located in the AZFa region of the human Y chromosome encodes a conserved RNA helicase important for translational control at the G1-S phase of the cell cycle. In human, DDX3Y protein is expressed only in premeiotic male germ cells. In primates, DDX3Y evolved a second promoter producing novel testis-specific transcripts. Here, we show primate species-specific use of alternative polyadenylation (APA) sites for the testis-specific DDX3Y transcript variants. They have evolved first in the 3´UTRs of primate DDX3Y transcripts. A distal APA site is used for polyadenylation of DDX3Y testis transcripts in Callithrix jacchus; two proximal APAs in Macaca mulatta, in Pan trogloydates and in human. This shift corresponds with a significant increase of DDX3Y protein expression in the macaque testis and kidney tissue. In chimpanzee and human, shift to predominant use of the most proximal APA site is associated with translation of these DDX3Y transcripts in only premeiotic male germ cells. We therefore assume evolution of a positive selection process for functional DDX3Y testis transcripts in these primates to promote increase of their stability and balancing translation efficiency especially in the male germ line.

Coordinated mis-splicing of TMEM14C and ABCB7 causes ring sideroblast formation in SF3B1-mutant myelodysplastic syndrome

SF3B1 splicing factor mutations are near-universally found in myelodysplastic syndromes (MDS) with ring sideroblasts, a clonal hematopoietic disorder characterized by abnormal erythroid cells with iron-loaded mitochondria. Despite this remarkably strong genotype-to-phenotype correlation, the mechanism by which mutant SF3B1 dysregulates iron metabolism to cause ring sideroblasts (RS) remains unclear due to an absence of physiological models of RS formation. Here, we report an induced pluripotent stem cell (iPSC) model of SF3B1-mutant MDS that for the first time recapitulates robust RS formation during in vitro erythroid differentiation. Mutant SF3B1 induces mis-splicing of ~100 genes throughout erythroid differentiation, including proposed RS driver genes TMEM14C, PPOX, and ABCB7. All three mis-splicing events reduce protein expression, notably occurring via 5' UTR alteration and reduced translation efficiency for TMEM14C. Functional rescue of TMEM14C and ABCB7, but not the non-rate-limiting enzyme PPOX, markedly decreased RS, and their combined rescue nearly abolished RS formation. Our study demonstrates that coordinated mis-splicing of mitochondrial transporters TMEM14C and ABCB7 by mutant SF3B1 sequesters iron in mitochondria, causing ring sideroblast formation.