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Updated: Jan 21, 2026

Sequencing of mRNA from Whole Blood using Nanopore Sequencing
Published on: June 3, 2019
Quantitative principles of cis-translational control by general mRNA sequence features in eukaryotes
Jingyi Jessica Li1, Guo-Liang Chew2, Mark Douglas Biggin3
1Department of Statistics, Department of Biomathematics, and Department of Human Genetics, University of California, Los Angeles, CA, 90095, USA. jli@stat.ucla.edu.
General mRNA sequence features significantly influence translation rates across eukaryotes, explaining substantial variance. Understanding these elements, including RNA folding and codon usage, offers insights into cellular efficiency.
Area of Science:
- Molecular Biology
- Genetics
- Bioinformatics
Background:
- General translational cis-elements in messenger RNAs (mRNAs) influence gene expression by affecting preinitiation complex and ribosome dynamics.
- Key cis-elements include mRNA folding, upstream open reading frames, flanking nucleotides of the initiating AUG codon, coding sequence length, and codon usage.
- The precise contributions and coordination of these sequence features in controlling translation rates remain poorly understood.
Purpose of the Study:
- To quantify the impact of general sequence features on translation rates across diverse eukaryotic species.
- To elucidate the specific roles of RNA secondary structure and other cis-elements in translational control.
- To investigate the correlations between different cis-control mechanisms and their impact on translation.
Main Methods:
- Comparative analysis of mRNA sequences and translation rates across multiple species (yeast, fission yeast, thale cress, mouse, human).
- Statistical modeling to determine the percentage of variance in translation rates attributable to sequence features.
- Identification and analysis of RNA secondary structures in 5' regions of mRNAs.
Main Results:
- General sequence features account for 42-81% of the variance in translation rates across the studied species.
- RNA secondary structure, particularly folded segments in 5' regions, is a major determinant of translational control.
- Correlations were observed in tri-nucleotide frequency changes and regulation by distinct or shared biochemical processes across species.
Conclusions:
- General sequence features play a more significant role in regulating translation rates than previously recognized.
- This study provides a detailed understanding of RNA structural elements that direct translation in eukaryotes.
- Correlated regulation among cis-control features promotes efficient use of the cellular translation machinery by ensuring even distribution of translational complexes.
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