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Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer

MicroRNAs (miRNAs) are a family of short noncoding RNAs that posttranscriptionally regulate gene expression and play an important role in multiple cellular processes. A significant percentage of miRNAs are intragenic, which is often functionally related to their host genes playing either antagonisti...

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Autores principales: Galatenko, Vladimir V., Galatenko, Alexey V., Samatov, Timur R., Turchinovich, Andrey A., Shkurnikov, Maxim Yu., Makarova, Julia A., Tonevitsky, Alexander G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5799291/
https://www.ncbi.nlm.nih.gov/pubmed/29402894
http://dx.doi.org/10.1038/s41598-018-20215-5
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author Galatenko, Vladimir V.
Galatenko, Alexey V.
Samatov, Timur R.
Turchinovich, Andrey A.
Shkurnikov, Maxim Yu.
Makarova, Julia A.
Tonevitsky, Alexander G.
author_facet Galatenko, Vladimir V.
Galatenko, Alexey V.
Samatov, Timur R.
Turchinovich, Andrey A.
Shkurnikov, Maxim Yu.
Makarova, Julia A.
Tonevitsky, Alexander G.
author_sort Galatenko, Vladimir V.
collection PubMed
description MicroRNAs (miRNAs) are a family of short noncoding RNAs that posttranscriptionally regulate gene expression and play an important role in multiple cellular processes. A significant percentage of miRNAs are intragenic, which is often functionally related to their host genes playing either antagonistic or synergistic roles. In this study, we constructed and analyzed the entire network of intergenic interactions induced by intragenic miRNAs. We further focused on the core of this network, which was defined as a union of nontrivial strongly connected components, i.e., sets of nodes (genes) mutually connected via directed paths. Both the entire network and its core possessed statistically significant non-random properties. Specifically, genes forming the core had high expression levels and low expression variance. Furthermore, the network core did not split into separate components corresponding to individual signalling or metabolic pathways, but integrated genes involved in key cellular processes, including DNA replication, transcription, protein homeostasis and cell metabolism. We suggest that the network core, consisting of genes mutually regulated by their intragenic miRNAs, could coordinate adjacent pathways or homeostatic control circuits, serving as a horizontal inter-circuit link. Notably, expression patterns of these genes had an efficient prognostic potential for breast and colorectal cancer patients.
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spelling pubmed-57992912018-02-14 Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer Galatenko, Vladimir V. Galatenko, Alexey V. Samatov, Timur R. Turchinovich, Andrey A. Shkurnikov, Maxim Yu. Makarova, Julia A. Tonevitsky, Alexander G. Sci Rep Article MicroRNAs (miRNAs) are a family of short noncoding RNAs that posttranscriptionally regulate gene expression and play an important role in multiple cellular processes. A significant percentage of miRNAs are intragenic, which is often functionally related to their host genes playing either antagonistic or synergistic roles. In this study, we constructed and analyzed the entire network of intergenic interactions induced by intragenic miRNAs. We further focused on the core of this network, which was defined as a union of nontrivial strongly connected components, i.e., sets of nodes (genes) mutually connected via directed paths. Both the entire network and its core possessed statistically significant non-random properties. Specifically, genes forming the core had high expression levels and low expression variance. Furthermore, the network core did not split into separate components corresponding to individual signalling or metabolic pathways, but integrated genes involved in key cellular processes, including DNA replication, transcription, protein homeostasis and cell metabolism. We suggest that the network core, consisting of genes mutually regulated by their intragenic miRNAs, could coordinate adjacent pathways or homeostatic control circuits, serving as a horizontal inter-circuit link. Notably, expression patterns of these genes had an efficient prognostic potential for breast and colorectal cancer patients. Nature Publishing Group UK 2018-02-05 /pmc/articles/PMC5799291/ /pubmed/29402894 http://dx.doi.org/10.1038/s41598-018-20215-5 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Galatenko, Vladimir V.
Galatenko, Alexey V.
Samatov, Timur R.
Turchinovich, Andrey A.
Shkurnikov, Maxim Yu.
Makarova, Julia A.
Tonevitsky, Alexander G.
Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title_full Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title_fullStr Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title_full_unstemmed Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title_short Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer
title_sort comprehensive network of mirna-induced intergenic interactions and a biological role of its core in cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5799291/
https://www.ncbi.nlm.nih.gov/pubmed/29402894
http://dx.doi.org/10.1038/s41598-018-20215-5
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