Probing the Limits to MicroRNA-Mediated Control of Gene Expression.

According to the 'ceRNA hypothesis', microRNAs (miRNAs) may act as mediators of an effective positive interaction between long coding or non-coding RNA molecules, carrying significant potential implications for a variety of biological processes. Here, inspired by recent work providing a qu...

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Main Authors: Araks Martirosyan, Matteo Figliuzzi, Enzo Marinari, Andrea De Martino
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4727922?pdf=render
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spelling doaj-11fd28dca6314a989fae26f67fd567892020-11-25T01:32:26ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582016-01-01121e100471510.1371/journal.pcbi.1004715Probing the Limits to MicroRNA-Mediated Control of Gene Expression.Araks MartirosyanMatteo FigliuzziEnzo MarinariAndrea De MartinoAccording to the 'ceRNA hypothesis', microRNAs (miRNAs) may act as mediators of an effective positive interaction between long coding or non-coding RNA molecules, carrying significant potential implications for a variety of biological processes. Here, inspired by recent work providing a quantitative description of small regulatory elements as information-conveying channels, we characterize the effectiveness of miRNA-mediated regulation in terms of the optimal information flow achievable between modulator (transcription factors) and target nodes (long RNAs). Our findings show that, while a sufficiently large degree of target derepression is needed to activate miRNA-mediated transmission, (a) in case of differential mechanisms of complex processing and/or transcriptional capabilities, regulation by a post-transcriptional miRNA-channel can outperform that achieved through direct transcriptional control; moreover, (b) in the presence of large populations of weakly interacting miRNA molecules the extra noise coming from titration disappears, allowing the miRNA-channel to process information as effectively as the direct channel. These observations establish the limits of miRNA-mediated post-transcriptional cross-talk and suggest that, besides providing a degree of noise buffering, this type of control may be effectively employed in cells both as a failsafe mechanism and as a preferential fine tuner of gene expression, pointing to the specific situations in which each of these functionalities is maximized.http://europepmc.org/articles/PMC4727922?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Araks Martirosyan
Matteo Figliuzzi
Enzo Marinari
Andrea De Martino
spellingShingle Araks Martirosyan
Matteo Figliuzzi
Enzo Marinari
Andrea De Martino
Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
PLoS Computational Biology
author_facet Araks Martirosyan
Matteo Figliuzzi
Enzo Marinari
Andrea De Martino
author_sort Araks Martirosyan
title Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
title_short Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
title_full Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
title_fullStr Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
title_full_unstemmed Probing the Limits to MicroRNA-Mediated Control of Gene Expression.
title_sort probing the limits to microrna-mediated control of gene expression.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2016-01-01
description According to the 'ceRNA hypothesis', microRNAs (miRNAs) may act as mediators of an effective positive interaction between long coding or non-coding RNA molecules, carrying significant potential implications for a variety of biological processes. Here, inspired by recent work providing a quantitative description of small regulatory elements as information-conveying channels, we characterize the effectiveness of miRNA-mediated regulation in terms of the optimal information flow achievable between modulator (transcription factors) and target nodes (long RNAs). Our findings show that, while a sufficiently large degree of target derepression is needed to activate miRNA-mediated transmission, (a) in case of differential mechanisms of complex processing and/or transcriptional capabilities, regulation by a post-transcriptional miRNA-channel can outperform that achieved through direct transcriptional control; moreover, (b) in the presence of large populations of weakly interacting miRNA molecules the extra noise coming from titration disappears, allowing the miRNA-channel to process information as effectively as the direct channel. These observations establish the limits of miRNA-mediated post-transcriptional cross-talk and suggest that, besides providing a degree of noise buffering, this type of control may be effectively employed in cells both as a failsafe mechanism and as a preferential fine tuner of gene expression, pointing to the specific situations in which each of these functionalities is maximized.
url http://europepmc.org/articles/PMC4727922?pdf=render
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