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Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited

The intrinsic stochasticity of gene expression is usually mitigated in higher eukaryotes by post-transcriptional regulation channels that stabilise the output layer, most notably protein levels. The discovery of small non-coding RNAs (miRNAs) in specific motifs of the genetic regulatory network has...

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Autores principales: Grigolon, Silvia, Di Patti, Francesca, De Martino, Andrea, Marinari, Enzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4946084/
https://www.ncbi.nlm.nih.gov/pubmed/27441269
http://dx.doi.org/10.1016/j.heliyon.2016.e00095
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author Grigolon, Silvia
Di Patti, Francesca
De Martino, Andrea
Marinari, Enzo
author_facet Grigolon, Silvia
Di Patti, Francesca
De Martino, Andrea
Marinari, Enzo
author_sort Grigolon, Silvia
collection PubMed
description The intrinsic stochasticity of gene expression is usually mitigated in higher eukaryotes by post-transcriptional regulation channels that stabilise the output layer, most notably protein levels. The discovery of small non-coding RNAs (miRNAs) in specific motifs of the genetic regulatory network has led to identifying noise buffering as the possible key function they exert in regulation. Recent in vitro and in silico studies have corroborated this hypothesis. It is however also known that miRNA-mediated noise reduction is hampered by transcriptional bursting in simple topologies. Here, using stochastic simulations validated by analytical calculations based on van Kampen's expansion, we revisit the noise-buffering capacity of the miRNA-mediated Incoherent Feed Forward Loop (IFFL), a small module that is widespread in the gene regulatory networks of higher eukaryotes, in order to account for the effects of intermittency in the transcriptional activity of the modulator gene. We show that bursting considerably alters the circuit's ability to control static protein noise. By comparing with other regulatory architectures, we find that direct transcriptional regulation significantly outperforms the IFFL in a broad range of kinetic parameters. This suggests that, under pulsatile inputs, static noise reduction may be less important than dynamical aspects of noise and information processing in characterising the performance of regulatory elements.
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spelling pubmed-49460842016-07-20 Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited Grigolon, Silvia Di Patti, Francesca De Martino, Andrea Marinari, Enzo Heliyon Article The intrinsic stochasticity of gene expression is usually mitigated in higher eukaryotes by post-transcriptional regulation channels that stabilise the output layer, most notably protein levels. The discovery of small non-coding RNAs (miRNAs) in specific motifs of the genetic regulatory network has led to identifying noise buffering as the possible key function they exert in regulation. Recent in vitro and in silico studies have corroborated this hypothesis. It is however also known that miRNA-mediated noise reduction is hampered by transcriptional bursting in simple topologies. Here, using stochastic simulations validated by analytical calculations based on van Kampen's expansion, we revisit the noise-buffering capacity of the miRNA-mediated Incoherent Feed Forward Loop (IFFL), a small module that is widespread in the gene regulatory networks of higher eukaryotes, in order to account for the effects of intermittency in the transcriptional activity of the modulator gene. We show that bursting considerably alters the circuit's ability to control static protein noise. By comparing with other regulatory architectures, we find that direct transcriptional regulation significantly outperforms the IFFL in a broad range of kinetic parameters. This suggests that, under pulsatile inputs, static noise reduction may be less important than dynamical aspects of noise and information processing in characterising the performance of regulatory elements. Elsevier 2016-04-06 /pmc/articles/PMC4946084/ /pubmed/27441269 http://dx.doi.org/10.1016/j.heliyon.2016.e00095 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Grigolon, Silvia
Di Patti, Francesca
De Martino, Andrea
Marinari, Enzo
Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title_full Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title_fullStr Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title_full_unstemmed Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title_short Noise processing by microRNA-mediated circuits: The Incoherent Feed-Forward Loop, revisited
title_sort noise processing by microrna-mediated circuits: the incoherent feed-forward loop, revisited
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4946084/
https://www.ncbi.nlm.nih.gov/pubmed/27441269
http://dx.doi.org/10.1016/j.heliyon.2016.e00095
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