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Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome
MicroRNA (miRNA)-mediated regulation is widespread, relatively mild but functionally important. It remains challenging to unequivocally identify miRNA targeted RNAs at a genomic scale and determine how changes in miRNA levels affect the transcriptome. Here, we captured individual miRNAs and their ta...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7025510/ https://www.ncbi.nlm.nih.gov/pubmed/31900330 http://dx.doi.org/10.1261/rna.073635.119 |
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author | Bjerke, Glen A. Yi, Rui |
author_facet | Bjerke, Glen A. Yi, Rui |
author_sort | Bjerke, Glen A. |
collection | PubMed |
description | MicroRNA (miRNA)-mediated regulation is widespread, relatively mild but functionally important. It remains challenging to unequivocally identify miRNA targeted RNAs at a genomic scale and determine how changes in miRNA levels affect the transcriptome. Here, we captured individual miRNAs and their targeted RNA sites in wild-type, miR-200 family knockout and induced epithelial cells. We detected 1797 miRNAs interacting with 13,830 transcripts at 616,127 sites by sequencing 1,230,019 unique miRNA:RNA chimeras. Although mRNA sites that are bound by miRNAs and contain matches to seed sequences confer the strongest regulation, ∼40%–60% of miRNA bound regions do not contain seed matches. Different miRNAs have different preferences to seed matches and 3′ end base-pairing. For individual miRNAs, the effectiveness of mRNA regulation is highly correlated with the number of captured miRNA:mRNA chimeras. Notably, elevated miR-200 expression robustly represses existing targets with little impact on newly recognized targets. Global analysis of directly captured mRNA targets reveals pathways that are involved in cancer and cell adhesion and signaling pathways that are highly regulated by many different miRNAs in epithelial cells. Comparison between experimentally captured and TargetScan predicted targets indicates that our approach is more effective in identifying bona fide targets by reducing false positive and negative predictions. This study reveals the global binding landscape and impact of miRNAs on the mammalian transcriptome. |
format | Online Article Text |
id | pubmed-7025510 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-70255102021-03-01 Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome Bjerke, Glen A. Yi, Rui RNA Article MicroRNA (miRNA)-mediated regulation is widespread, relatively mild but functionally important. It remains challenging to unequivocally identify miRNA targeted RNAs at a genomic scale and determine how changes in miRNA levels affect the transcriptome. Here, we captured individual miRNAs and their targeted RNA sites in wild-type, miR-200 family knockout and induced epithelial cells. We detected 1797 miRNAs interacting with 13,830 transcripts at 616,127 sites by sequencing 1,230,019 unique miRNA:RNA chimeras. Although mRNA sites that are bound by miRNAs and contain matches to seed sequences confer the strongest regulation, ∼40%–60% of miRNA bound regions do not contain seed matches. Different miRNAs have different preferences to seed matches and 3′ end base-pairing. For individual miRNAs, the effectiveness of mRNA regulation is highly correlated with the number of captured miRNA:mRNA chimeras. Notably, elevated miR-200 expression robustly represses existing targets with little impact on newly recognized targets. Global analysis of directly captured mRNA targets reveals pathways that are involved in cancer and cell adhesion and signaling pathways that are highly regulated by many different miRNAs in epithelial cells. Comparison between experimentally captured and TargetScan predicted targets indicates that our approach is more effective in identifying bona fide targets by reducing false positive and negative predictions. This study reveals the global binding landscape and impact of miRNAs on the mammalian transcriptome. Cold Spring Harbor Laboratory Press 2020-03 /pmc/articles/PMC7025510/ /pubmed/31900330 http://dx.doi.org/10.1261/rna.073635.119 Text en © 2020 Bjerke and Yi; Published by Cold Spring Harbor Laboratory Press for the RNA Society http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by the RNA Society for the first 12 months after the full-issue publication date (see http://rnajournal.cshlp.org/site/misc/terms.xhtml). After 12 months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Article Bjerke, Glen A. Yi, Rui Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title | Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title_full | Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title_fullStr | Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title_full_unstemmed | Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title_short | Integrated analysis of directly captured microRNA targets reveals the impact of microRNAs on mammalian transcriptome |
title_sort | integrated analysis of directly captured microrna targets reveals the impact of micrornas on mammalian transcriptome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7025510/ https://www.ncbi.nlm.nih.gov/pubmed/31900330 http://dx.doi.org/10.1261/rna.073635.119 |
work_keys_str_mv | AT bjerkeglena integratedanalysisofdirectlycapturedmicrornatargetsrevealstheimpactofmicrornasonmammaliantranscriptome AT yirui integratedanalysisofdirectlycapturedmicrornatargetsrevealstheimpactofmicrornasonmammaliantranscriptome |