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PMID: 24510099 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Transcript level and sequence determinants of protein abundance and noise in Escherichia coli.

Nucleic acids research ·Vol. 42 ·No. 8 ·2014-04-00 ·Pages 4791-9

Guimaraes JC, Rocha M, Arkin AP

Abstract

The range over which a protein is expressed, and its cell-to-cell variability, is often thought to be linked to the demand for its activity. Steady-state protein level is determined by multiple mechanisms controlling transcription and translation, many of which are limited by DNA- and RNA-encoded signals that affect initiation, elongation and termination of polymerases and ribosomes. We performed a comprehensive analysis of >100 sequence features to derive a predictive model composed of a minimal non-redundant set of factors explaining 66% of the total variation of protein abundance observed in >800 genes in Escherichia coli. The model suggests that protein abundance is primarily determined by the transcript level (53%) and by effectors of translation elongation (12%), whereas only a small fraction of the variation is explained by translational initiation (1%). Our analyses uncover a new sequence determinant, not previously described, affecting translation initiation and suggest that elongation rate is affected by both codon biases and specific amino acid composition. We also show that transcription and translation efficiency may have an effect on expression noise, which is more similar than previously assumed.

MeSH Terms
Escherichia coli/genetics,metabolism Escherichia coli Proteins/biosynthesis,genetics Gene Expression Regulation, Bacterial Models, Statistical Protein Biosynthesis RNA, Messenger/chemistry,metabolism Sequence Analysis, RNA Transcription, Genetic
Chemicals
Escherichia coli Proteins RNA, Messenger
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Guimaraes Joao C
Department of Bioengineering, University of California, Berkeley, CA 94720, USA, California Institute for Quantitative Biosciences, University of California, Berkeley, CA 94720, USA, Computer Science and Technology Center, School of Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal and Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
Rocha Miguel
Arkin Adam P
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Article Info
Journal
Nucleic acids research
Abbr.
Nucleic Acids Res
ISSN
1362-4962
Published
2014-04-00
Epub
2014-00-07
Pages
4791-9
Language
English
Region
England
NLM ID
0411011
PMCID
PMC4005695
Subset
IM
Analysis Services
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