Transcription factor concentrations versus binding site affinities in the yeast S. cerevisiae
- PMID: 17664657
- DOI: 10.1088/1478-3975/4/2/006
Transcription factor concentrations versus binding site affinities in the yeast S. cerevisiae
Abstract
Transcription regulation is largely governed by the profile and the dynamics of transcription factors' binding to DNA. Stochastic effects are intrinsic to this dynamics, and the binding to functional sites must be controlled with a certain specificity for living organisms to be able to elicit specific cellular responses. Specificity stems here from the interplay between binding affinity and cellular abundance of transcription factor proteins, and the binding of such proteins to DNA is thus controlled by their chemical potential. We combine large-scale protein abundance data in the budding yeast with binding affinities for all transcription factors with known DNA binding site sequences to assess the behavior of their chemical potentials in an exponential growth phase. A sizable fraction of transcription factors is apparently bound non-specifically to DNA, and the observed abundances are marginally sufficient to ensure high occupations of the functional sites. We argue that a biological cause of this feature is related to its noise-filtering consequences: abundances below physiological levels do not yield significant binding of functional targets and mis-expressions of regulated genes may thus be tamed.
Similar articles
-
Genomic binding sites of the yeast cell-cycle transcription factors SBF and MBF.Nature. 2001 Jan 25;409(6819):533-8. doi: 10.1038/35054095. Nature. 2001. PMID: 11206552
-
Divergence of transcription factor binding sites across related yeast species.Science. 2007 Aug 10;317(5839):815-9. doi: 10.1126/science.1140748. Science. 2007. PMID: 17690298
-
Predicting transcription factor affinities to DNA from a biophysical model.Bioinformatics. 2007 Jan 15;23(2):134-41. doi: 10.1093/bioinformatics/btl565. Epub 2006 Nov 10. Bioinformatics. 2007. PMID: 17098775
-
Modeling transcription factor binding events to DNA using a random walker/jumper representation on a 1D/2D lattice with different affinity sites.Phys Biol. 2007 Nov 21;4(4):256-67. doi: 10.1088/1478-3975/4/4/003. Phys Biol. 2007. PMID: 18185004
-
Distribution of transcription factor binding sites in the yeast genome suggests abundance of coordinately regulated genes.Genomics. 1998 Jun 1;50(2):293-5. doi: 10.1006/geno.1998.5303. Genomics. 1998. PMID: 9653659 No abstract available.
Cited by
-
BayesPI - a new model to study protein-DNA interactions: a case study of condition-specific protein binding parameters for Yeast transcription factors.BMC Bioinformatics. 2009 Oct 20;10:345. doi: 10.1186/1471-2105-10-345. BMC Bioinformatics. 2009. PMID: 19857274 Free PMC article.
-
The role of DNA-binding specificity in the evolution of bacterial regulatory networks.J Mol Biol. 2008 Jun 6;379(3):627-43. doi: 10.1016/j.jmb.2008.04.008. Epub 2008 Apr 9. J Mol Biol. 2008. PMID: 18466918 Free PMC article.
-
Diffusion of DNA-Binding Species in the Nucleus: A Transient Anomalous Subdiffusion Model.Biophys J. 2020 May 5;118(9):2151-2167. doi: 10.1016/j.bpj.2020.03.015. Epub 2020 Apr 4. Biophys J. 2020. PMID: 32294478 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Molecular Biology Databases