Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

Advertisement

Nature Precedings
  • View all journals
  • Search
  • My Account Login
  • Explore content
  • About the journal
  • RSS feed
  1. nature
  2. nature precedings
  3. articles
  4. article
A Systems Biology Approach to the Evolution of Codon Use Pattern
Download PDF
Download PDF
  • Manuscript
  • Open access
  • Published: 31 August 2011

A Systems Biology Approach to the Evolution of Codon Use Pattern

  • Ines Thiele1,
  • Ronan Fleming1,
  • Richard Que2,
  • Aarash Bordbar2 &
  • …
  • Bernhard Palsson2 

Nature Precedings (2011)Cite this article

  • 651 Accesses

  • 2 Citations

  • Metrics details

Abstract

The genetic code is redundant as amino acids are encoded by synonymous codons that are unequally used.This codon usage bias (CUB) affects gene expression and cellular functions yet the underlying mechanisms have not been elucidated. We used a sequence-specific, stoichiometric model of metabolism and macromolecular synthesis for Escherichia coli K12 MG1655 to test the effect of randomly changed CUB on growth maximization under various environmental conditions. Amongst CUB mutant strains, we identified reduced growth phenotypes, which were caused by tRNA supply shortage. We propose, supported by computations and bibliomic data, that expansion of tRNA gene content or tRNA reading is a mechanism to respond to changes in CUB. Our systems biology modelling framework suggests that in order to maximize growth and to adapt to new environmental niches, CUB and tRNA content must co-evolve and provides further evidence for the mutation-selection-drift balance theory of CUB.

Similar content being viewed by others

Codon optimality has minimal effect on determining translation efficiency in mycobacterium tuberculosis

Article Open access 09 January 2023

Efficient genetic code expansion without host genome modifications

Article 11 September 2024

Engineering regulatory networks for complex phenotypes in E. coli

Article Open access 13 August 2020

Article PDF

Author information

Authors and Affiliations

  1. Center for Systems Biology, University of Iceland, Reykjavik

    Ines Thiele & Ronan Fleming

  2. Department of Bioengineering, University of California, San Diego

    Richard Que, Aarash Bordbar & Bernhard Palsson

Authors
  1. Ines Thiele
    View author publications

    Search author on:PubMed Google Scholar

  2. Ronan Fleming
    View author publications

    Search author on:PubMed Google Scholar

  3. Richard Que
    View author publications

    Search author on:PubMed Google Scholar

  4. Aarash Bordbar
    View author publications

    Search author on:PubMed Google Scholar

  5. Bernhard Palsson
    View author publications

    Search author on:PubMed Google Scholar

Corresponding author

Correspondence to Ines Thiele.

Rights and permissions

Creative Commons Attribution 3.0 License.

Reprints and permissions

About this article

Cite this article

Thiele, I., Fleming, R., Que, R. et al. A Systems Biology Approach to the Evolution of Codon Use Pattern. Nat Prec (2011). https://doi.org/10.1038/npre.2011.6312.1

Download citation

  • Received: 31 August 2011

  • Accepted: 31 August 2011

  • Published: 31 August 2011

  • DOI: https://doi.org/10.1038/npre.2011.6312.1

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

Keywords

  • metabolism
  • codon usage
  • macromolecular synthesis
  • Evolution
  • constrain-based modeling
  • multi-scale modeling
  • Escherichia coli

This article is cited by

  • Translation Comes First: Ancient and Convergent Selection of Codon Usage Bias Across Prokaryotic Genomes

    • Francisco González-Serrano
    • Cei Abreu-Goodger
    • Luis Delaye

    Journal of Molecular Evolution (2022)

  • Reliable and efficient solution of genome-scale models of Metabolism and macromolecular Expression

    • Ding Ma
    • Laurence Yang
    • Michael A. Saunders

    Scientific Reports (2017)

Download PDF

Advertisement

Explore content

  • Research articles
  • News & Comment
  • RSS feed

About the journal

  • Journal Information

Search

Advanced search

Quick links

  • Explore articles by subject
  • Find a job
  • Guide to authors
  • Editorial policies

Nature Precedings (Nat Preced)

nature.com sitemap

About Nature Portfolio

  • About us
  • Press releases
  • Press office
  • Contact us

Discover content

  • Journals A-Z
  • Articles by subject
  • protocols.io
  • Nature Index

Publishing policies

  • Nature portfolio policies
  • Open access

Author & Researcher services

  • Reprints & permissions
  • Research data
  • Language editing
  • Scientific editing
  • Nature Masterclasses
  • Research Solutions

Libraries & institutions

  • Librarian service & tools
  • Librarian portal
  • Open research
  • Recommend to library

Advertising & partnerships

  • Advertising
  • Partnerships & Services
  • Media kits
  • Branded content

Professional development

  • Nature Careers
  • Nature Conferences

Regional websites

  • Nature Africa
  • Nature China
  • Nature India
  • Nature Italy
  • Nature Japan
  • Nature Middle East
  • Privacy Policy
  • Use of cookies
  • Legal notice
  • Accessibility statement
  • Terms & Conditions
  • Your US state privacy rights
Springer Nature

© 2025 Springer Nature Limited

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing