Literature DB >> 17012327

Diffusion of transcription factors can drastically enhance the noise in gene expression.

Jeroen S van Zon1, Marco J Morelli, Sorin Tănase-Nicola, Pieter Rein ten Wolde.   

Abstract

We study by Green's Function Reaction Dynamics the effect of the diffusive motion of repressor molecules on the noise in mRNA and protein levels for a gene that is under the control of a repressor. We find that spatial fluctuations due to diffusion can drastically enhance the noise in gene expression. After dissociation from the operator, a repressor can rapidly rebind to the DNA. Our results show that the rebinding trajectories are so short that, on this timescale, the RNA polymerase (RNAP) cannot effectively compete with the repressor for binding to the promoter. As a result, a dissociated repressor molecule will on average rebind many times, before it eventually diffuses away. These rebindings thus lower the effective dissociation rate, and this increases the noise in gene expression. Another consequence of the timescale separation between repressor rebinding and RNAP association is that the effect of spatial fluctuations can be described by a well-stirred, zero-dimensional, model by renormalizing the reaction rates for repressor-DNA (un) binding. Our results thus support the use of well-stirred, zero-dimensional models for describing noise in gene expression. We also show that for a fixed repressor strength, the noise due to diffusion can be minimized by increasing the number of repressors or by decreasing the rate of the open complex formation. Lastly, our results emphasize that power spectra are a highly useful tool for studying the propagation of noise through the different stages of gene expression.

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Year:  2006        PMID: 17012327      PMCID: PMC1779939          DOI: 10.1529/biophysj.106.086157

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  56 in total

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Journal:  EMBO J       Date:  2000-02-15       Impact factor: 11.598

2.  Stochasticity in transcriptional regulation: origins, consequences, and mathematical representations.

Authors:  T B Kepler; T C Elston
Journal:  Biophys J       Date:  2001-12       Impact factor: 4.033

3.  Regulation of noise in the expression of a single gene.

Authors:  Ertugrul M Ozbudak; Mukund Thattai; Iren Kurtser; Alan D Grossman; Alexander van Oudenaarden
Journal:  Nat Genet       Date:  2002-04-22       Impact factor: 38.330

4.  Fluctuations in transcription factor binding can explain the graded and binary responses observed in inducible gene expression.

Authors:  Jason R Pirone; Timothy C Elston
Journal:  J Theor Biol       Date:  2004-01-07       Impact factor: 2.691

5.  DNA looping and physical constraints on transcription regulation.

Authors:  José M G Vilar; Stanislas Leibler
Journal:  J Mol Biol       Date:  2003-08-29       Impact factor: 5.469

6.  Physical constraints and functional characteristics of transcription factor-DNA interaction.

Authors:  Ulrich Gerland; J David Moroz; Terence Hwa
Journal:  Proc Natl Acad Sci U S A       Date:  2002-09-06       Impact factor: 11.205

7.  How proteins search for their specific sites on DNA: the role of DNA conformation.

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Journal:  Biophys J       Date:  2006-02-03       Impact factor: 4.033

8.  Stochastic protein expression in individual cells at the single molecule level.

Authors:  Long Cai; Nir Friedman; X Sunney Xie
Journal:  Nature       Date:  2006-03-16       Impact factor: 49.962

9.  Protein mobility in the cytoplasm of Escherichia coli.

Authors:  M B Elowitz; M G Surette; P E Wolf; J B Stock; S Leibler
Journal:  J Bacteriol       Date:  1999-01       Impact factor: 3.490

10.  A model for the statistical fluctuations of protein numbers in a microbial population.

Authors:  O G Berg
Journal:  J Theor Biol       Date:  1978-04-20       Impact factor: 2.691

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  54 in total

1.  Membrane clustering and the role of rebinding in biochemical signaling.

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Journal:  Biophys J       Date:  2012-03-06       Impact factor: 4.033

2.  Reaction-diffusion master equation, diffusion-limited reactions, and singular potentials.

Authors:  Samuel A Isaacson; David Isaacson
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-12-07

3.  A biological interpretation of transient anomalous subdiffusion. II. Reaction kinetics.

Authors:  Michael J Saxton
Journal:  Biophys J       Date:  2007-09-28       Impact factor: 4.033

4.  Fluctuations, pauses, and backtracking in DNA transcription.

Authors:  Margaritis Voliotis; Netta Cohen; Carmen Molina-París; Tanniemola B Liverpool
Journal:  Biophys J       Date:  2007-08-24       Impact factor: 4.033

5.  Gene-gene cooperativity in small networks.

Authors:  Aleksandra M Walczak; Peter G Wolynes
Journal:  Biophys J       Date:  2009-06-03       Impact factor: 4.033

6.  Elongation dynamics shape bursty transcription and translation.

Authors:  Maciej Dobrzynski; Frank J Bruggeman
Journal:  Proc Natl Acad Sci U S A       Date:  2009-02-05       Impact factor: 11.205

7.  A stochastic spectral analysis of transcriptional regulatory cascades.

Authors:  Aleksandra M Walczak; Andrew Mugler; Chris H Wiggins
Journal:  Proc Natl Acad Sci U S A       Date:  2009-04-07       Impact factor: 11.205

8.  Spatio-temporal correlations can drastically change the response of a MAPK pathway.

Authors:  Koichi Takahashi; Sorin Tanase-Nicola; Pieter Rein ten Wolde
Journal:  Proc Natl Acad Sci U S A       Date:  2010-01-25       Impact factor: 11.205

9.  Spectral solutions to stochastic models of gene expression with bursts and regulation.

Authors:  Andrew Mugler; Aleksandra M Walczak; Chris H Wiggins
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-10-20

10.  Noise management by molecular networks.

Authors:  Frank J Bruggeman; Nils Blüthgen; Hans V Westerhoff
Journal:  PLoS Comput Biol       Date:  2009-09-18       Impact factor: 4.475

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