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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' m...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4647689/ https://www.ncbi.nlm.nih.gov/pubmed/26203762 http://dx.doi.org/10.1038/bjc.2015.262 |
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author | Rane, Jayant K Ylipää, Antti Adamson, Rachel Mann, Vincent M Simms, Matthew S Collins, Anne T Visakorpi, Tapio Nykter, Matti Maitland, Norman J |
author_facet | Rane, Jayant K Ylipää, Antti Adamson, Rachel Mann, Vincent M Simms, Matthew S Collins, Anne T Visakorpi, Tapio Nykter, Matti Maitland, Norman J |
author_sort | Rane, Jayant K |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4647689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46476892016-08-11 Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data Rane, Jayant K Ylipää, Antti Adamson, Rachel Mann, Vincent M Simms, Matthew S Collins, Anne T Visakorpi, Tapio Nykter, Matti Maitland, Norman J Br J Cancer Short Communication 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. Nature Publishing Group 2015-08-11 2015-07-23 /pmc/articles/PMC4647689/ /pubmed/26203762 http://dx.doi.org/10.1038/bjc.2015.262 Text en Copyright © 2015 Cancer Research UK http://creativecommons.org/licenses/by-nc-sa/4.0/ From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Short Communication Rane, Jayant K Ylipää, Antti Adamson, Rachel Mann, Vincent M Simms, Matthew S Collins, Anne T Visakorpi, Tapio Nykter, Matti Maitland, Norman J Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title | Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title_full | Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title_fullStr | Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title_full_unstemmed | Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title_short | Construction of therapeutically relevant human prostate epithelial fate map by utilising miRNA and mRNA microarray expression data |
title_sort | construction of therapeutically relevant human prostate epithelial fate map by utilising mirna and mrna microarray expression data |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4647689/ https://www.ncbi.nlm.nih.gov/pubmed/26203762 http://dx.doi.org/10.1038/bjc.2015.262 |
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