Literature DB >> 14627830

Unexpected correlations between gene expression and codon usage bias from microarray data for the whole Escherichia coli K-12 genome.

Mario dos Reis1, Lorenz Wernisch, Renos Savva.   

Abstract

Escherichia coli has long been regarded as a model organism in the study of codon usage bias (CUB). However, most studies in this organism regarding this topic have been computational or, when experimental, restricted to small datasets; particularly poor attention has been given to genes with low CUB. In this work, correspondence analysis on codon usage is used to classify E.coli genes into three groups, and the relationship between them and expression levels from microarray experiments is studied. These groups are: group 1, highly biased genes; group 2, moderately biased genes; and group 3, AT-rich genes with low CUB. It is shown that, surprisingly, there is a negative correlation between codon bias and expression levels for group 3 genes, i.e. genes with extremely low codon adaptation index (CAI) values are highly expressed, while group 2 show the lowest average expression levels and group 1 show the usual expected positive correlation between CAI and expression. This trend is maintained over all functional gene groups, seeming to contradict the E.coli-yeast paradigm on CUB. It is argued that these findings are still compatible with the mutation-selection balance hypothesis of codon usage and that E.coli genes form a dynamic system shaped by these factors.

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Year:  2003        PMID: 14627830      PMCID: PMC290265          DOI: 10.1093/nar/gkg897

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  46 in total

1.  Use and misuse of correspondence analysis in codon usage studies.

Authors:  Guy Perrière; Jean Thioulouse
Journal:  Nucleic Acids Res       Date:  2002-10-15       Impact factor: 16.971

2.  The 'effective number of codons' used in a gene.

Authors:  F Wright
Journal:  Gene       Date:  1990-03-01       Impact factor: 3.688

3.  The selection-mutation-drift theory of synonymous codon usage.

Authors:  M Bulmer
Journal:  Genetics       Date:  1991-11       Impact factor: 4.562

4.  Evidence for horizontal gene transfer in Escherichia coli speciation.

Authors:  C Médigue; T Rouxel; P Vigier; A Hénaut; A Danchin
Journal:  J Mol Biol       Date:  1991-12-20       Impact factor: 5.469

5.  The effect of context on synonymous codon usage in genes with low codon usage bias.

Authors:  M Bulmer
Journal:  Nucleic Acids Res       Date:  1990-05-25       Impact factor: 16.971

Review 6.  Codon preferences in free-living microorganisms.

Authors:  S G Andersson; C G Kurland
Journal:  Microbiol Rev       Date:  1990-06

7.  Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes.

Authors:  P M Sharp; T M Tuohy; K R Mosurski
Journal:  Nucleic Acids Res       Date:  1986-07-11       Impact factor: 16.971

8.  The codon Adaptation Index--a measure of directional synonymous codon usage bias, and its potential applications.

Authors:  P M Sharp; W H Li
Journal:  Nucleic Acids Res       Date:  1987-02-11       Impact factor: 16.971

9.  Structure-function studies on bacteriorhodopsin. III. Total synthesis of a gene for bacterio-opsin and its expression in Escherichia coli.

Authors:  M Nassal; T Mogi; S S Karnik; H G Khorana
Journal:  J Biol Chem       Date:  1987-07-05       Impact factor: 5.157

10.  An evolutionary perspective on synonymous codon usage in unicellular organisms.

Authors:  P M Sharp; W H Li
Journal:  J Mol Evol       Date:  1986       Impact factor: 2.395

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  91 in total

1.  Solving the riddle of codon usage preferences: a test for translational selection.

Authors:  Mario dos Reis; Renos Savva; Lorenz Wernisch
Journal:  Nucleic Acids Res       Date:  2004-09-24       Impact factor: 16.971

2.  Metabolic and translational efficiency in microbial organisms.

Authors:  Douglas W Raiford; Esley M Heizer; Robert V Miller; Travis E Doom; Michael L Raymer; Dan E Krane
Journal:  J Mol Evol       Date:  2012-04-27       Impact factor: 2.395

3.  Evolution of high-level ethambutol-resistant tuberculosis through interacting mutations in decaprenylphosphoryl-β-D-arabinose biosynthetic and utilization pathway genes.

Authors:  Hassan Safi; Subramanya Lingaraju; Anita Amin; Soyeon Kim; Marcus Jones; Michael Holmes; Michael McNeil; Scott N Peterson; Delphi Chatterjee; Robert Fleischmann; David Alland
Journal:  Nat Genet       Date:  2013-09-01       Impact factor: 38.330

Review 4.  You're one in a googol: optimizing genes for protein expression.

Authors:  Mark Welch; Alan Villalobos; Claes Gustafsson; Jeremy Minshull
Journal:  J R Soc Interface       Date:  2009-03-11       Impact factor: 4.118

5.  The effects of the codon usage and translation speed on protein folding of 3D(pol) of foot-and-mouth disease virus.

Authors:  Xiao-Xia Ma; Yu-Ping Feng; Jun-Lin Liu; Bing Ma; Li Chen; Yong-Qing Zhao; Peng-Hui Guo; Jun-Zhen Guo; Zhong-Ren Ma; Jie Zhang
Journal:  Vet Res Commun       Date:  2013-05-29       Impact factor: 2.459

6.  Codon usage revisited: Lack of correlation between codon usage and the number of tRNA genes in enterobacteria.

Authors:  Joaquín Rojas; Gabriel Castillo; Lorenzo Eugenio Leiva; Sara Elgamal; Omar Orellana; Michael Ibba; Assaf Katz
Journal:  Biochem Biophys Res Commun       Date:  2018-06-05       Impact factor: 3.575

7.  Translational offsetting as a mode of estrogen receptor α-dependent regulation of gene expression.

Authors:  Julie Lorent; Eric P Kusnadi; Vincent van Hoef; Richard J Rebello; Matthew Leibovitch; Johannes Ristau; Shan Chen; Mitchell G Lawrence; Krzysztof J Szkop; Baila Samreen; Preetika Balanathan; Francesca Rapino; Pierre Close; Patricia Bukczynska; Karin Scharmann; Itsuhiro Takizawa; Gail P Risbridger; Luke A Selth; Sebastian A Leidel; Qishan Lin; Ivan Topisirovic; Ola Larsson; Luc Furic
Journal:  EMBO J       Date:  2019-09-26       Impact factor: 11.598

8.  ExtRamp: a novel algorithm for extracting the ramp sequence based on the tRNA adaptation index or relative codon adaptiveness.

Authors:  Justin B Miller; Logan R Brase; Perry G Ridge
Journal:  Nucleic Acids Res       Date:  2019-02-20       Impact factor: 16.971

9.  Protein evolutionary rates correlate with expression independently of synonymous substitutions in Helicobacter pylori.

Authors:  Björn Sällström; Ramy A Arnaout; Wagied Davids; Pär Bjelkmar; Siv G E Andersson
Journal:  J Mol Evol       Date:  2006-04-01       Impact factor: 2.395

10.  Comparison of correspondence analysis methods for synonymous codon usage in bacteria.

Authors:  Haruo Suzuki; Celeste J Brown; Larry J Forney; Eva M Top
Journal:  DNA Res       Date:  2008-10-21       Impact factor: 4.458

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