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...
Autores principales: | , , , |
---|---|
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 |