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Direct measurement of pervasive weak repression by microRNAs and their role at the network level

BACKGROUND: A gene regulatory network (GRN) comprises many weak links that are often regulated by microRNAs. Since miRNAs rarely repress their target genes by more than 30%, doubts have been expressed about the biological relevance of such weak effects. These doubts raise the possibility of under-es...

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Autores principales: Ma, Fuqiang, Lin, Pei, Chen, Qingjian, Lu, Xuemei, Zhang, Yong E., Wu, Chung-I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5952853/
https://www.ncbi.nlm.nih.gov/pubmed/29764374
http://dx.doi.org/10.1186/s12864-018-4757-z
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author Ma, Fuqiang
Lin, Pei
Chen, Qingjian
Lu, Xuemei
Zhang, Yong E.
Wu, Chung-I
author_facet Ma, Fuqiang
Lin, Pei
Chen, Qingjian
Lu, Xuemei
Zhang, Yong E.
Wu, Chung-I
author_sort Ma, Fuqiang
collection PubMed
description BACKGROUND: A gene regulatory network (GRN) comprises many weak links that are often regulated by microRNAs. Since miRNAs rarely repress their target genes by more than 30%, doubts have been expressed about the biological relevance of such weak effects. These doubts raise the possibility of under-estimation as miRNA repression is usually estimated indirectly from equilibrium expression levels. RESULTS: To measure miRNA repression directly, we inhibited transcript synthesis in Drosophila larvae and collected time-course data on mRNA abundance, the decline of which reflects transcript degradation. The rate of target degradation in the absence of miR310s, a moderately expressed miRNA family, was found to decrease by 5 to 15%. A conventional analysis that does not remove transcript synthesis yields an estimate of 6.5%, within the range of the new estimates. These data permit further examinations of the repression mechanisms by miRNAs including seed matching types, APA (alternative polyadenylation) sites, effects of other highly-expressed miRNAs and the length of 3’UTR. Our direct measurements suggest the latter two factors have a measurable effect on decay rate. CONCLUSION: The direct measurement confirms pervasive weak repression by miRNAs, supporting the conclusions based on indirect assays. The confirmation suggests that this weak repression may indeed be miRNAs’ main function. In this context, we discuss the recent proposal that weak repression is “cumulatively powerful” in stabilizing GRNs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4757-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-59528532018-05-21 Direct measurement of pervasive weak repression by microRNAs and their role at the network level Ma, Fuqiang Lin, Pei Chen, Qingjian Lu, Xuemei Zhang, Yong E. Wu, Chung-I BMC Genomics Research Article BACKGROUND: A gene regulatory network (GRN) comprises many weak links that are often regulated by microRNAs. Since miRNAs rarely repress their target genes by more than 30%, doubts have been expressed about the biological relevance of such weak effects. These doubts raise the possibility of under-estimation as miRNA repression is usually estimated indirectly from equilibrium expression levels. RESULTS: To measure miRNA repression directly, we inhibited transcript synthesis in Drosophila larvae and collected time-course data on mRNA abundance, the decline of which reflects transcript degradation. The rate of target degradation in the absence of miR310s, a moderately expressed miRNA family, was found to decrease by 5 to 15%. A conventional analysis that does not remove transcript synthesis yields an estimate of 6.5%, within the range of the new estimates. These data permit further examinations of the repression mechanisms by miRNAs including seed matching types, APA (alternative polyadenylation) sites, effects of other highly-expressed miRNAs and the length of 3’UTR. Our direct measurements suggest the latter two factors have a measurable effect on decay rate. CONCLUSION: The direct measurement confirms pervasive weak repression by miRNAs, supporting the conclusions based on indirect assays. The confirmation suggests that this weak repression may indeed be miRNAs’ main function. In this context, we discuss the recent proposal that weak repression is “cumulatively powerful” in stabilizing GRNs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4757-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-15 /pmc/articles/PMC5952853/ /pubmed/29764374 http://dx.doi.org/10.1186/s12864-018-4757-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Ma, Fuqiang
Lin, Pei
Chen, Qingjian
Lu, Xuemei
Zhang, Yong E.
Wu, Chung-I
Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title_full Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title_fullStr Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title_full_unstemmed Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title_short Direct measurement of pervasive weak repression by microRNAs and their role at the network level
title_sort direct measurement of pervasive weak repression by micrornas and their role at the network level
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5952853/
https://www.ncbi.nlm.nih.gov/pubmed/29764374
http://dx.doi.org/10.1186/s12864-018-4757-z
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