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Updated: Mar 31, 2026

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Assessment of Selective mRNA Translation in Mammalian Cells by Polysome Profiling
Published on: October 28, 2014
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G/C-ending and synonymous codon bias define functional translational programs that shape human tissue and cancer
Sherif Rashad1,2, Kuniyasu Niizuma1,2,3
1Department of Neurosurgical Engineering, Graduate School of Biomedical Engineering, Tohoku University, Sendai 980-8575, Japan.
NAR Genomics and Bioinformatics
|March 30, 2026
Summary
Synonymous codons have distinct functions, with A/T-ending codons linked to proliferation and G/C-ending codons to neuronal functions. These codon biases, influenced by tRNA modifications, play a key role in cancer development.
Area of Science:
- Genetics
- Molecular Biology
- Bioinformatics
Background:
- Codon usage bias is a fundamental aspect of the genetic code.
- Its precise role in messenger RNA (mRNA) translation remains unclear.
- Synonymous codons can have distinct functional implications.
Purpose of the Study:
- To investigate the conserved codon-bias axis across mammals.
- To understand the impact of codon usage bias on translational reprogramming in health and cancer.
- To explore the relationship between tRNA modifications and codon usage in oncogenesis.
Main Methods:
- Comparative genomics
- Analysis of human tissue proteomes
- Large-scale cancer cell line and patient cancer datasets
- Introduction of ANN- and m7G-indices to capture tRNA modifications
Main Results:
- Identified a conserved codon-bias axis where A/T-ending codons associate with proliferation and G/C-ending codons with differentiation/neuronal functions.
- Demonstrated that GC-biased gene conversion drives human-specific GC3 drifts.
- Showed that ANN- and m7G-indices correlate with GC3 and enrich for pro-oncogenic pathways.
- Revealed codon bias discordance between RNA and protein levels in human tissues.
- Observed a global A/T-ending shift in human cancer-upregulated proteins.
Conclusions:
- Synonymous codon divergence and tRNA modification indices are critical determinants of translational reprogramming.
- Codon usage bias plays a significant role in both normal physiological processes and cancer development.
- The study provides novel insights into the functional implications of codon usage and its link to disease.
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