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...
Main Authors: | , , , |
---|---|
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 |
id |
doaj-11fd28dca6314a989fae26f67fd56789 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT araksmartirosyan probingthelimitstomicrornamediatedcontrolofgeneexpression AT matteofigliuzzi probingthelimitstomicrornamediatedcontrolofgeneexpression AT enzomarinari probingthelimitstomicrornamediatedcontrolofgeneexpression AT andreademartino probingthelimitstomicrornamediatedcontrolofgeneexpression |
_version_ |
1725082128636444672 |