Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (Ribosome Profiling)

ABSTRACT: Protein translation depends on mRNA-specific initiation, elongation, and termination rates. While the regulation of ribosome elongation is well studied in bacteria and yeast, less is known in higher eukaryotes. Here, we combined ribosome and tRNA profiling to investigate the relations between ribosome elongation rates, (aminoacyl-) tRNA levels and codon usage in mammals. We modeled codon-specific ribosome dwell times and translation fluxes from ribosome profiling, considering pair-interactions between ribosome sites. In mouse liver, the model revealed site and codon specific dwell times, as well as codon pair-interactions clustering by amino acids. While translation fluxes varied significantly across diurnal time and feeding regimen, codon dwell times were highly stable, and conserved in human. Fasting had no effect on codon dwell times in mouse liver. Profiling of total and aminoacylated tRNAs revealed highly heterogeneous levels with specific isoacceptor patterns and a correlation with codon usage. tRNAs for isoleucine, asparagine, aspartate and arginine were lowly loaded and conserved in fasted mice. Finally, codons with low levels of charged tRNAs and high codon usage relative to tRNA abundance exhibited long dwell times. Together, these analyses pave the way towards understanding the complex relation between tRNA loading, codon usage and ribosome dwell times in mammals.

ORGANISM(S): Mus musculus

PROVIDER: GSE126383 | GEO | 2020/03/26

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (tRNA Profiling)

Project description:Protein translation depends on mRNA-specific initiation, elongation, and termination rates. While the regulation of ribosome elongation is well studied in bacteria and yeast, less is known in higher eukaryotes. Here, we combined ribosome and tRNA profiling to investigate the relations between ribosome elongation rates, (aminoacyl-) tRNA levels and codon usage in mammals. We modeled codon-specific ribosome dwell times and translation fluxes from ribosome profiling, considering pair-interactions between ribosome sites. In mouse liver, the model revealed site and codon specific dwell times, as well as codon pair-interactions clustering by amino acids. While translation fluxes varied significantly across diurnal time and feeding regimen, codon dwell times were highly stable, and conserved in human. Fasting had no effect on codon dwell times in mouse liver. Profiling of total and aminoacylated tRNAs revealed highly heterogeneous levels with specific isoacceptor patterns and a correlation with codon usage. tRNAs for isoleucine, asparagine, aspartate and arginine were lowly loaded and conserved in fasted mice. Finally, codons with low levels of charged tRNAs and high codon usage relative to tRNA abundance exhibited long dwell times. Together, these analyses pave the way towards understanding the complex relation between tRNA loading, codon usage and ribosome dwell times in mammals.

2020-03-26 | GSE126382 | GEO

Causal signals between codon bias, mRNA structure and the efficiency of translation and elongation

Project description:Ribosome profiling data reports on the distribution of translating ribosomes, at steady-state, with codon-level resolution. We present a robust method to extract codon translation rates and protein synthesis rates from these data, and identify causal features associated with elongation and translation efficiency in physiological conditions in yeast. We show that neither elongation rate nor translational efficiency is improved by experimental manipulation of the abundance or body sequence of the rare AGG tRNA. Deletion of three of the four copies of the heavily used ACA tRNA shows a modest efficiency decrease that could be explained by other rate-reducing signals at gene start. This suggests that correlation between codon bias and efficiency arises as selection for codons to utilize translation machinery efficiently in highly translated genes. We also show a correlation between efficiency and RNA structure calculated both computationally and from recent structure probing data, as well as the Kozak initiation motif, which may comprise a mechanism to regulate initiation. We test whether tRNA abundance affects elongation or translation efficiency by changing the tRNA levels through deletion or over expression and measuring the ribosomal dwell time at each codon using a robust statistical method that accounts for flow conservation.

2015-01-05 | E-GEOD-63789 | biostudies-arrayexpress

Effect of adat2 silencing in Neurospora crassa on translation kinetics and transcriptome

Project description:The silencing of tRNA-specific adenosine deaminase adat2 in Neurospora crassa abolished most of the I34 modification, resulting in major tRNA profile changes. The adat2 silencing caused genome-wide codon usage-biased ribosome pausing on mRNAs corresponding to changes in the tRNA profile, which reprograms translation elongation kinetics on ADAT-related codons. The ribosome profiling in this study was used to measure the effect of defective I34 modification of the eight tRNAs on translation kinetics during elongation stage. The accompanying mRNA-seq was used to normalize the ribosome profiling data using the same library construction protocol (reference to ARTseq™ Ribosome Profiling Kit (Catalog Number: RPYSC12116)) under the same growth condition. The independent mRNA-seq was used to measure the effect of I34 abolishment on transcriptome change using standard Illumina protocols. Meanwhile, to isolate the role of codon usage in translation elongation and protein level changes when adat2 is silenced, the independent mRNA-seq was also used to exclude the effect of mRNA level changes.

2020-05-22 | GSE130155 | GEO

Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (tRNA Profiling)

Project description:Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (tRNA Profiling)

| PRJNA521743 | ENA

Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (Ribosome Profiling)

Project description:Modeling ribosome dwell times and relationship with tRNA loading and codon usage in mammals (Ribosome Profiling)

| PRJNA521742 | ENA

Ribosome Profiling in Isoleucine tRNA Isoswitch Cells

Project description:Ribosome Profiling was used to evaluated whether changes in abundance of tRNAIleUAU and tRNAIleGAU would affect codon dependent translation and quantify dwell times over isoleucyl codons

2023-04-01 | GSE172354 | GEO

Distinct stages of the translation elongation cycle revealed by sequencing ribosome-protected mRNA fragments

Project description:During translation elongation, the ribosome ratchets along its mRNA template, incorporating each new amino acid and translocating from one codon to the next. The elongation cycle requires dramatic structural rearrangements of the ribosome. We show here that deep sequencing of ribosome-protected mRNA fragments reveals not only the position of each ribosome but also, unexpectedly, its particular stage of the elongation cycle. Sequencing reveals two distinct populations of ribosome footprints, 28-30 nucleotides and 20-22 nucleotides long, representing translating ribosomes in distinct states, differentially stabilized by specific elongation inhibitors. We find that the balance of small and large footprints varies by codon and is correlated with translation speed. The ability to visualize conformational changes in the ribosome during elongation, at single-codon resolution, provides a new way to study the detailed kinetics of translation and a new probe with which to identify the factors that affect each step in the elongation cycle. Ribosome profiling, or sequencing of ribosome-protected mRNA fragments, in yeast. We assay ribosome footprint sizes and positions in three conditions: untreated yeast (3 replicates) and yeast treated with translation inhibitors cycloheximide (2 replicates) and anisomycin (2 biological replicates, one technical replicate). We also treat yeast with 3-aminotriazole to measure the effect of limited histidine tRNAs on ribosome footprint size and distribution (two treatment durations).

2014-06-10 | E-GEOD-58321 | biostudies-arrayexpress

Genome-Wide Translation Profiling by Ribosome-Bound tRNA Capture

Project description:In the ribosome complex, tRNA is a critical element of mRNA translation. We reported a new technology for profiling ribosome-embedded tRNAs and their modifications. With the method, we generated a comprehensive survey of the quanity and quality of intra-ribosomal tRNAs (Ribo-tRNA-seq). Ribo-tRNA-seq can provide new insights on translation control mechanism in diverse biological contexts.

2018-03-19 | E-MTAB-6576 | biostudies-arrayexpress

Comparison of tRNA expression between HEK293 and HeLa cells

Project description:To associate the amount of tRNAs with codon usage, we perform hydro-tRNA sequencing (Gogakos et al. 2017) and quantify tRNA expression in HEK293 and HeLa cells.

2020-02-28 | E-MTAB-8144 | biostudies-arrayexpress

Identification of nascent peptides of peptidyl-tRNA dissociated from ribosome in the early elongation stage in Escherichia coli pthts cells

Project description:Accurate translation of mRNAs into functional proteins is a fundamental process in all living organisms. In bacteria, in the early stage of translation elongation, peptidyl-tRNAs (pep-tRNAs) with short nascent chains frequently dissociate from the ribosome (pep-tRNA drop-off). The dissociated pep-tRNAs are deacylated and recycled by peptidyl-tRNA hydrolase (PTH), which is an essential enzyme in bacteria. Here, we establish a highly sensitive method for direct profiling of pep-tRNAs using RNA isolation method and mass spectrometry. We isolated each tRNA species with peptide from Escherichia coli pthts cells using reciprocal circulating chromatography and precisely analyzed their nascent peptides. As a result, we successfully detected 703 peptides consisted of 402 cognate peptides and 301 non-cognate peptides with single amino-acid substitution. Detailed analysis of individual pep-tRNAs revealed that most of the substitutions in the miscoded peptides take place at the C-terminal drop-off site. We further examined this observation using a reporter construct and found that the non-cognate pep-tRNAs produced by mistranslation rarely participate in the next round of elongation but dissociate from the ribosome, suggesting that pep-tRNA drop-off is an active mechanism by which the ribosome rejects miscoded pep-tRNAs in the early elongation, thereby contributing to quality control of protein synthesis after peptide bond formation.

2023-05-18 | PXD030807 | Pride

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

Tweets

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data