Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Rane, Jayant K, Ylipää, Antti, Adamson, Rachel, Mann, Vincent M, Simms, Matthew S, Collins, Anne T, Visakorpi, Tapio, Nykter, Matti, Maitland, Norman J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
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
_version_ 1782401154501574656
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
work_keys_str_mv AT ranejayantk constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT ylipaaantti constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT adamsonrachel constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT mannvincentm constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT simmsmatthews constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT collinsannet constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT visakorpitapio constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT nyktermatti constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata
AT maitlandnormanj constructionoftherapeuticallyrelevanthumanprostateepithelialfatemapbyutilisingmirnaandmrnamicroarrayexpressiondata