Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data
Background: Objective identification of key miRNAs from transcriptomic data is difficult owing to the inherent inconsistencies within miRNA target-prediction algorithms and the promiscuous nature of miRNA-mRNA target relationship. Methods: An integrated database of miRNAs and their ‘relevant’ mRNA t...
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Veröffentlicht in: | British journal of cancer 2015-08, Vol.113 (4), p.611-615 |
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Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Background:
Objective identification of key miRNAs from transcriptomic data is difficult owing to the inherent inconsistencies within miRNA target-prediction algorithms and the promiscuous nature of miRNA-mRNA target relationship.
Methods:
An integrated database of miRNAs and their ‘relevant’ mRNA targets was generated from validated miRNA and mRNA microarray data sets generated from patient-derived prostate epithelial normal and cancer stem-like cells (SCs) and committed basal (CB) cells. The effect of miR-542-5p inhibition was studied to provide proof-of-principle for database utility.
Results:
Integration of miRNA-mRNA databases showed that signalling pathways and processes can be regulated by a single or relatively few miRNAs, for example, DNA repair/Notch pathway by miR-542-5p,
P
=0.008. Inhibition of miR-542-5p in CB cells (thereby achieving miR-542-5p expression levels similar to SCs) promoted efficient DNA repair and activated expression of Notch reporters, HES1 and Survivin, without inducing dedifferentiation into SCs.
Conclusions:
Our novel framework impartially identifies therapeutically relevant miRNA candidates from transcriptomic data sets. |
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ISSN: | 0007-0920 1532-1827 |
DOI: | 10.1038/bjc.2015.262 |