Abstract
Synonymous mutations do not alter the encoded protein, but they can influence gene expression. To investigate how, we engineered a synthetic library of 154 genes that varied randomly at synonymous sites, but all encoded the same green fluorescent protein (GFP). When expressed in Escherichia coli, GFP protein levels varied 250-fold across the library. GFP messenger RNA (mRNA) levels, mRNA degradation patterns, and bacterial growth rates also varied, but codon bias did not correlate with gene expression. Rather, the stability of mRNA folding near the ribosomal binding site explained more than half the variation in protein levels. In our analysis, mRNA folding and associated rates of translation initiation play a predominant role in shaping expression levels of individual genes, whereas codon bias influences global translation efficiency and cellular fitness.
MeSH Terms
Amino Acid Substitution
Base Composition
Cloning, Molecular
Codon
Escherichia coli/genetics,growth & development,metabolism
Gene Expression
Gene Library
Genes, Synthetic
Green Fluorescent Proteins/genetics,metabolism
Mutation
Nucleic Acid Conformation
Protein Biosynthesis
RNA Stability
RNA, Bacterial/chemistry,genetics,metabolism
RNA, Messenger/chemistry,genetics,metabolism
Spectrometry, Fluorescence
Chemicals
Codon
RNA, Bacterial
RNA, Messenger
Green Fluorescent Proteins
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Kudla Grzegorz
Department of Biology and Program in Applied Mathematics and Computational Science, University of Pennsylvania, Philadelphia, PA 19104, USA.
Murray Andrew W
Tollervey David
Plotkin Joshua B
References (29)
29 references, click to expand
-
Codon usage and tRNA content in unicellular and multicellular organisms.
Mol Biol Evol. 1985 Jan;2(1):13-34
PMID: 3916708
-
Hierarchy of sequence-dependent features associated with prokaryotic translation.
Genome Res. 2003 Dec;13(12):2665-73
PMID: 14656971
-
A "silent" polymorphism in the MDR1 gene changes substrate specificity.
Science. 2007 Jan 26;315(5811):525-8
PMID: 17185560
-
Human catechol-O-methyltransferase haplotypes modulate protein expression by altering mRNA secondary structure.
Science. 2006 Dec 22;314(5807):1930-3
PMID: 17185601
-
Enhancement of translation initiation by A/T-rich sequences downstream of the initiation codon in Escherichia coli.
J Mol Microbiol Biotechnol. 2003;6(3-4):133-44
PMID: 15153766
-
Global analysis of protein expression in yeast.
Nature. 2003 Oct 16;425(6959):737-41
PMID: 14562106
-
Effects of codon usage versus putative 5'-mRNA structure on the expression of Fusarium solani cutinase in the Escherichia coli cytoplasm.
Protein Expr Purif. 2003 Jan;27(1):134-42
PMID: 12509995
-
Molecules as documents of evolutionary history.
J Theor Biol. 1965 Mar;8(2):357-66
PMID: 5876245
-
Correlation between the abundance of Escherichia coli transfer RNAs and the occurrence of the respective codons in its protein genes: a proposal for a synonymous codon choice that is optimal for the E. coli translational system.
J Mol Biol. 1981 Sep 25;151(3):389-409
PMID: 6175758
-
A codon window in mRNA downstream of the initiation codon where NGG codons give strongly reduced gene expression in Escherichia coli.
Nucleic Acids Res. 2004 Sep 30;32(17):5198-205
PMID: 15459289
-
Synonymous codon usage in Drosophila melanogaster: natural selection and translational accuracy.
Genetics. 1994 Mar;136(3):927-35
PMID: 8005445
-
Translation initiation in Escherichia coli: old and new questions.
Mol Microbiol. 1990 Jul;4(7):1063-7
PMID: 1700254
-
The codon Adaptation Index--a measure of directional synonymous codon usage bias, and its potential applications.
Nucleic Acids Res. 1987 Feb 11;15(3):1281-95
PMID: 3547335
-
Regulation of translation via mRNA structure in prokaryotes and eukaryotes.
Gene. 2005 Nov 21;361:13-37
PMID: 16213112
-
mRNA helicase activity of the ribosome.
Cell. 2005 Jan 14;120(1):49-58
PMID: 15652481
-
Codon preferences in free-living microorganisms.
Microbiol Rev. 1990 Jun;54(2):198-210
PMID: 2194095
-
Secondary structure of the ribosome binding site determines translational efficiency: a quantitative analysis.
Proc Natl Acad Sci U S A. 1990 Oct;87(19):7668-72
PMID: 2217199
-
Effects of consecutive AGG codons on translation in Escherichia coli, demonstrated with a versatile codon test system.
J Bacteriol. 1993 Feb;175(3):716-22
PMID: 7678594
-
How do synonymous mutations affect fitness?
Bioessays. 2007 Jun;29(6):515-9
PMID: 17508390
-
Why highly expressed proteins evolve slowly.
Proc Natl Acad Sci U S A. 2005 Oct 4;102(40):14338-43
PMID: 16176987
-
Reduced synonymous substitution rate at the start of enterobacterial genes.
Nucleic Acids Res. 1993 Sep 25;21(19):4599-603
PMID: 8233796
-
A role for mRNA secondary structure in the control of translation initiation.
Nature. 1982 Feb 18;295(5850):616-8
PMID: 6799842
-
RNase E, an endoribonuclease, has a general role in the chemical decay of Escherichia coli mRNA: evidence that rne and ams are the same genetic locus.
Mol Microbiol. 1990 Dec;4(12):2127-35
PMID: 1708438
-
Virus attenuation by genome-scale changes in codon pair bias.
Science. 2008 Jun 27;320(5884):1784-7
PMID: 18583614
-
Synonymous mutations in the human dopamine receptor D2 (DRD2) affect mRNA stability and synthesis of the receptor.
Hum Mol Genet. 2003 Feb 1;12(3):205-16
PMID: 12554675
-
Codon bias and heterologous protein expression.
Trends Biotechnol. 2004 Jul;22(7):346-53
PMID: 15245907
-
Codon pairs in the genome of Escherichia coli.
Bioinformatics. 2003 May 22;19(8):987-98
PMID: 12761062
-
The stability of Escherichia coli lacZ mRNA depends upon the simultaneity of its synthesis and translation.
EMBO J. 1995 Jul 3;14(13):3252-61
PMID: 7542588
-
Synonymous codon usage in Escherichia coli: selection for translational accuracy.
Mol Biol Evol. 2007 Feb;24(2):374-81
PMID: 17101719