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Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory

Food web and gene regulatory networks (GRNs) are large biological networks, both of which can be analyzed using the May–Wigner theory. According to the theory, networks as large as mammalian GRNs would require dedicated gene products for stabilization. We propose that microRNAs (miRNAs) are those pr...

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Autores principales: Chen, Yuxin, Shen, Yang, Lin, Pei, Tong, Ding, Zhao, Yixin, Allesina, Stefano, Shen, Xu, Wu, Chung-I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291590/
https://www.ncbi.nlm.nih.gov/pubmed/34691996
http://dx.doi.org/10.1093/nsr/nwz076
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author Chen, Yuxin
Shen, Yang
Lin, Pei
Tong, Ding
Zhao, Yixin
Allesina, Stefano
Shen, Xu
Wu, Chung-I
author_facet Chen, Yuxin
Shen, Yang
Lin, Pei
Tong, Ding
Zhao, Yixin
Allesina, Stefano
Shen, Xu
Wu, Chung-I
author_sort Chen, Yuxin
collection PubMed
description Food web and gene regulatory networks (GRNs) are large biological networks, both of which can be analyzed using the May–Wigner theory. According to the theory, networks as large as mammalian GRNs would require dedicated gene products for stabilization. We propose that microRNAs (miRNAs) are those products. More than 30% of genes are repressed by miRNAs, but most repressions are too weak to have a phenotypic consequence. The theory shows that (i) weak repressions cumulatively enhance the stability of GRNs, and (ii) broad and weak repressions confer greater stability than a few strong ones. Hence, the diffuse actions of miRNAs in mammalian cells appear to function mainly in stabilizing GRNs. The postulated link between mRNA repression and GRN stability can be seen in a different light in yeast, which do not have miRNAs. Yeast cells rely on non-specific RNA nucleases to strongly degrade mRNAs for GRN stability. The strategy is suited to GRNs of small and rapidly dividing yeast cells, but not the larger mammalian cells. In conclusion, the May–Wigner theory, supplanting the analysis of small motifs, provides a mathematical solution to GRN stability, thus linking miRNAs explicitly to ‘developmental canalization’.
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spelling pubmed-82915902021-10-21 Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory Chen, Yuxin Shen, Yang Lin, Pei Tong, Ding Zhao, Yixin Allesina, Stefano Shen, Xu Wu, Chung-I Natl Sci Rev Research Article Food web and gene regulatory networks (GRNs) are large biological networks, both of which can be analyzed using the May–Wigner theory. According to the theory, networks as large as mammalian GRNs would require dedicated gene products for stabilization. We propose that microRNAs (miRNAs) are those products. More than 30% of genes are repressed by miRNAs, but most repressions are too weak to have a phenotypic consequence. The theory shows that (i) weak repressions cumulatively enhance the stability of GRNs, and (ii) broad and weak repressions confer greater stability than a few strong ones. Hence, the diffuse actions of miRNAs in mammalian cells appear to function mainly in stabilizing GRNs. The postulated link between mRNA repression and GRN stability can be seen in a different light in yeast, which do not have miRNAs. Yeast cells rely on non-specific RNA nucleases to strongly degrade mRNAs for GRN stability. The strategy is suited to GRNs of small and rapidly dividing yeast cells, but not the larger mammalian cells. In conclusion, the May–Wigner theory, supplanting the analysis of small motifs, provides a mathematical solution to GRN stability, thus linking miRNAs explicitly to ‘developmental canalization’. Oxford University Press 2019-11 2019-07-25 /pmc/articles/PMC8291590/ /pubmed/34691996 http://dx.doi.org/10.1093/nsr/nwz076 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of China Science Publishing & Media Ltd. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chen, Yuxin
Shen, Yang
Lin, Pei
Tong, Ding
Zhao, Yixin
Allesina, Stefano
Shen, Xu
Wu, Chung-I
Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title_full Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title_fullStr Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title_full_unstemmed Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title_short Gene regulatory network stabilized by pervasive weak repressions: microRNA functions revealed by the May–Wigner theory
title_sort gene regulatory network stabilized by pervasive weak repressions: microrna functions revealed by the may–wigner theory
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291590/
https://www.ncbi.nlm.nih.gov/pubmed/34691996
http://dx.doi.org/10.1093/nsr/nwz076
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