Cargando…

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 quantitative...

Descripción completa

Detalles Bibliográficos
Autores principales: Martirosyan, Araks, Figliuzzi, Matteo, Marinari, Enzo, De Martino, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727922/
https://www.ncbi.nlm.nih.gov/pubmed/26812364
http://dx.doi.org/10.1371/journal.pcbi.1004715
_version_ 1782412039964065792
author Martirosyan, Araks
Figliuzzi, Matteo
Marinari, Enzo
De Martino, Andrea
author_facet Martirosyan, Araks
Figliuzzi, Matteo
Marinari, Enzo
De Martino, Andrea
author_sort Martirosyan, Araks
collection PubMed
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.
format Online
Article
Text
id pubmed-4727922
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-47279222016-02-03 Probing the Limits to MicroRNA-Mediated Control of Gene Expression Martirosyan, Araks Figliuzzi, Matteo Marinari, Enzo De Martino, Andrea PLoS Comput Biol Research Article 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. Public Library of Science 2016-01-26 /pmc/articles/PMC4727922/ /pubmed/26812364 http://dx.doi.org/10.1371/journal.pcbi.1004715 Text en © 2016 Martirosyan et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Martirosyan, Araks
Figliuzzi, Matteo
Marinari, Enzo
De Martino, Andrea
Probing the Limits to MicroRNA-Mediated Control of Gene Expression
title 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_short Probing the Limits to MicroRNA-Mediated Control of Gene Expression
title_sort probing the limits to microrna-mediated control of gene expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727922/
https://www.ncbi.nlm.nih.gov/pubmed/26812364
http://dx.doi.org/10.1371/journal.pcbi.1004715
work_keys_str_mv AT martirosyanaraks probingthelimitstomicrornamediatedcontrolofgeneexpression
AT figliuzzimatteo probingthelimitstomicrornamediatedcontrolofgeneexpression
AT marinarienzo probingthelimitstomicrornamediatedcontrolofgeneexpression
AT demartinoandrea probingthelimitstomicrornamediatedcontrolofgeneexpression