Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon-Intron Split Analysis (EISA)
Details
Publication Year 2019-09-19, Volume 47, Issue #16, Page 8606-8619
Journal Title
Nucleic Acids Research
Publication Type
Journal Article
Abstract
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-beta 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.
Publisher
Oxford Academic
WEHI Research Division(s)
Bioinformatics
PubMed ID
31372646
Open Access at Publisher's Site
https://doi.org/10.1093/nar/gkz664
Rights Notice
Refer to copyright notice on published article.


Creation Date: 2019-08-13 12:35:09
Last Modified: 2019-10-28 01:02:40
An error has occurred. This application may no longer respond until reloaded. Reload 🗙