Cooperative binding of transcription factors promotes bimodal gene expression response.
In the present work we extend and analyze the scope of our recently proposed stochastic model for transcriptional regulation, which considers an arbitrarily complex cis-regulatory system using only elementary reactions. Previously, we determined the role of cooperativity on the intrinsic fluctuation...
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doaj-034231363ebc4a1db358cf5721001d142020-11-25T01:46:41ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0179e4481210.1371/journal.pone.0044812Cooperative binding of transcription factors promotes bimodal gene expression response.Pablo S GutierrezDiana MonteolivaLuis DiambraIn the present work we extend and analyze the scope of our recently proposed stochastic model for transcriptional regulation, which considers an arbitrarily complex cis-regulatory system using only elementary reactions. Previously, we determined the role of cooperativity on the intrinsic fluctuations of gene expression for activating transcriptional switches, by means of master equation formalism and computer simulation. This model allowed us to distinguish between two cooperative binding mechanisms and, even though the mean expression levels were not affected differently by the acting mechanism, we showed that the associated fluctuations were different. In the present generalized model we include other regulatory functions in addition to those associated to an activator switch. Namely, we introduce repressive regulatory functions and two theoretical mechanisms that account for the biphasic response that some cis-regulatory systems show to the transcription factor concentration. We have also extended our previous master equation formalism in order to include protein production by stochastic translation of mRNA. Furthermore, we examine the graded/binary scenarios in the context of the interaction energy between transcription factors. In this sense, this is the first report to show that the cooperative binding of transcription factors to DNA promotes the "all-or-none" phenomenon observed in eukaryotic systems. In addition, we confirm that gene expression fluctuation levels associated with one of two cooperative binding mechanism never exceed the fluctuation levels of the other.http://europepmc.org/articles/PMC3440358?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Pablo S Gutierrez Diana Monteoliva Luis Diambra |
spellingShingle |
Pablo S Gutierrez Diana Monteoliva Luis Diambra Cooperative binding of transcription factors promotes bimodal gene expression response. PLoS ONE |
author_facet |
Pablo S Gutierrez Diana Monteoliva Luis Diambra |
author_sort |
Pablo S Gutierrez |
title |
Cooperative binding of transcription factors promotes bimodal gene expression response. |
title_short |
Cooperative binding of transcription factors promotes bimodal gene expression response. |
title_full |
Cooperative binding of transcription factors promotes bimodal gene expression response. |
title_fullStr |
Cooperative binding of transcription factors promotes bimodal gene expression response. |
title_full_unstemmed |
Cooperative binding of transcription factors promotes bimodal gene expression response. |
title_sort |
cooperative binding of transcription factors promotes bimodal gene expression response. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2012-01-01 |
description |
In the present work we extend and analyze the scope of our recently proposed stochastic model for transcriptional regulation, which considers an arbitrarily complex cis-regulatory system using only elementary reactions. Previously, we determined the role of cooperativity on the intrinsic fluctuations of gene expression for activating transcriptional switches, by means of master equation formalism and computer simulation. This model allowed us to distinguish between two cooperative binding mechanisms and, even though the mean expression levels were not affected differently by the acting mechanism, we showed that the associated fluctuations were different. In the present generalized model we include other regulatory functions in addition to those associated to an activator switch. Namely, we introduce repressive regulatory functions and two theoretical mechanisms that account for the biphasic response that some cis-regulatory systems show to the transcription factor concentration. We have also extended our previous master equation formalism in order to include protein production by stochastic translation of mRNA. Furthermore, we examine the graded/binary scenarios in the context of the interaction energy between transcription factors. In this sense, this is the first report to show that the cooperative binding of transcription factors to DNA promotes the "all-or-none" phenomenon observed in eukaryotic systems. In addition, we confirm that gene expression fluctuation levels associated with one of two cooperative binding mechanism never exceed the fluctuation levels of the other. |
url |
http://europepmc.org/articles/PMC3440358?pdf=render |
work_keys_str_mv |
AT pablosgutierrez cooperativebindingoftranscriptionfactorspromotesbimodalgeneexpressionresponse AT dianamonteoliva cooperativebindingoftranscriptionfactorspromotesbimodalgeneexpressionresponse AT luisdiambra cooperativebindingoftranscriptionfactorspromotesbimodalgeneexpressionresponse |
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