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Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)

Epithelial–mesenchymal transition (EMT) has been a subject of intense scrutiny as it facilitates metastasis and alters drug sensitivity. Although EMT-regulatory roles for numerous miRNAs and transcription factors are known, their functions can be difficult to disentangle, in part due to the difficul...

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Autores principales: Pillman, Katherine A, Scheer, Kaitlin G, Hackett-Jones, Emily, Saunders, Klay, Bert, Andrew G, Toubia, John, Whitfield, Holly J, Sapkota, Sunil, Sourdin, Laura, Pham, Hoang, Le, Thuc D, Cursons, Joseph, Davis, Melissa J, Gregory, Philip A, Goodall, Gregory J, Bracken, Cameron P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6895270/
https://www.ncbi.nlm.nih.gov/pubmed/31372646
http://dx.doi.org/10.1093/nar/gkz664
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author Pillman, Katherine A
Scheer, Kaitlin G
Hackett-Jones, Emily
Saunders, Klay
Bert, Andrew G
Toubia, John
Whitfield, Holly J
Sapkota, Sunil
Sourdin, Laura
Pham, Hoang
Le, Thuc D
Cursons, Joseph
Davis, Melissa J
Gregory, Philip A
Goodall, Gregory J
Bracken, Cameron P
author_facet Pillman, Katherine A
Scheer, Kaitlin G
Hackett-Jones, Emily
Saunders, Klay
Bert, Andrew G
Toubia, John
Whitfield, Holly J
Sapkota, Sunil
Sourdin, Laura
Pham, Hoang
Le, Thuc D
Cursons, Joseph
Davis, Melissa J
Gregory, Philip A
Goodall, Gregory J
Bracken, Cameron P
author_sort Pillman, Katherine A
collection PubMed
description Epithelial–mesenchymal transition (EMT) has been a subject of intense scrutiny as it facilitates metastasis and alters drug sensitivity. Although EMT-regulatory roles for numerous miRNAs and transcription factors are known, their functions can be difficult to disentangle, in part due to the difficulty in identifying direct miRNA targets from complex datasets and in deciding how to incorporate ‘indirect’ miRNA effects that may, or may not, represent biologically relevant information. To better understand how miRNAs exert effects throughout the transcriptome during EMT, we employed Exon–Intron Split Analysis (EISA), a bioinformatic technique that separates transcriptional and post-transcriptional effects through the separate analysis of RNA-Seq reads mapping to exons and introns. We find that in response to the manipulation of miRNAs, a major effect on gene expression is transcriptional. We also find extensive co-ordination of transcriptional and post-transcriptional regulatory mechanisms during both EMT and mesenchymal to epithelial transition (MET) in response to TGF-β or miR-200c respectively. The prominent transcriptional influence of miRNAs was also observed in other datasets where miRNA levels were perturbed. This work cautions against a narrow approach that is limited to the analysis of direct targets, and demonstrates the utility of EISA to examine complex regulatory networks involving both transcriptional and post-transcriptional mechanisms.
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spelling pubmed-68952702019-12-11 Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA) Pillman, Katherine A Scheer, Kaitlin G Hackett-Jones, Emily Saunders, Klay Bert, Andrew G Toubia, John Whitfield, Holly J Sapkota, Sunil Sourdin, Laura Pham, Hoang Le, Thuc D Cursons, Joseph Davis, Melissa J Gregory, Philip A Goodall, Gregory J Bracken, Cameron P Nucleic Acids Res Molecular Biology Epithelial–mesenchymal transition (EMT) has been a subject of intense scrutiny as it facilitates metastasis and alters drug sensitivity. Although EMT-regulatory roles for numerous miRNAs and transcription factors are known, their functions can be difficult to disentangle, in part due to the difficulty in identifying direct miRNA targets from complex datasets and in deciding how to incorporate ‘indirect’ miRNA effects that may, or may not, represent biologically relevant information. To better understand how miRNAs exert effects throughout the transcriptome during EMT, we employed Exon–Intron Split Analysis (EISA), a bioinformatic technique that separates transcriptional and post-transcriptional effects through the separate analysis of RNA-Seq reads mapping to exons and introns. We find that in response to the manipulation of miRNAs, a major effect on gene expression is transcriptional. We also find extensive co-ordination of transcriptional and post-transcriptional regulatory mechanisms during both EMT and mesenchymal to epithelial transition (MET) in response to TGF-β or miR-200c respectively. The prominent transcriptional influence of miRNAs was also observed in other datasets where miRNA levels were perturbed. This work cautions against a narrow approach that is limited to the analysis of direct targets, and demonstrates the utility of EISA to examine complex regulatory networks involving both transcriptional and post-transcriptional mechanisms. Oxford University Press 2019-09-19 2019-08-02 /pmc/articles/PMC6895270/ /pubmed/31372646 http://dx.doi.org/10.1093/nar/gkz664 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research. http://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/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Molecular Biology
Pillman, Katherine A
Scheer, Kaitlin G
Hackett-Jones, Emily
Saunders, Klay
Bert, Andrew G
Toubia, John
Whitfield, Holly J
Sapkota, Sunil
Sourdin, Laura
Pham, Hoang
Le, Thuc D
Cursons, Joseph
Davis, Melissa J
Gregory, Philip A
Goodall, Gregory J
Bracken, Cameron P
Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title_full Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title_fullStr Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title_full_unstemmed Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title_short Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon–Intron Split Analysis (EISA)
title_sort extensive transcriptional responses are co-ordinated by micrornas as revealed by exon–intron split analysis (eisa)
topic Molecular Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6895270/
https://www.ncbi.nlm.nih.gov/pubmed/31372646
http://dx.doi.org/10.1093/nar/gkz664
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