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Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer

The roles of non-coding RNAs in controlling clinical and biological heterogeneity in bladder cancer remain unclear. We used TCGA's published dataset (n = 405 tumors) as a discovery cohort and created a new validation cohort to define the miRNA expression patterns in the basal and luminal molecu...

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Autores principales: Ochoa, Andrea E., Choi, Woonyoung, Su, Xiaoping, Siefker-Radtke, Arlene, Czerniak, Bogdan, Dinney, Colin, McConkey, David J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5348311/
https://www.ncbi.nlm.nih.gov/pubmed/27845906
http://dx.doi.org/10.18632/oncotarget.13284
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author Ochoa, Andrea E.
Choi, Woonyoung
Su, Xiaoping
Siefker-Radtke, Arlene
Czerniak, Bogdan
Dinney, Colin
McConkey, David J.
author_facet Ochoa, Andrea E.
Choi, Woonyoung
Su, Xiaoping
Siefker-Radtke, Arlene
Czerniak, Bogdan
Dinney, Colin
McConkey, David J.
author_sort Ochoa, Andrea E.
collection PubMed
description The roles of non-coding RNAs in controlling clinical and biological heterogeneity in bladder cancer remain unclear. We used TCGA's published dataset (n = 405 tumors) as a discovery cohort and created a new validation cohort to define the miRNA expression patterns in the basal and luminal molecular subtypes of muscle-invasive bladder cancer (MIBC). We identified 63 miRNAs by PAM, which optimally identified basal and luminal tumors. The targets of the top luminal miRNAs were activators of EMT (ZEB1, ZEB2) and basal subtype transcription (IL-6, EGFR, STAT3), whereas the targets of the top basal miRNAs were involved in adipogenesis pathways and luminal breast cancer (ERBB2, ERBB3). We also identified a 15-miRNA signature that identified stromally infiltrated basal and luminal MIBCs corresponding to the “cluster IV/immune undifferentiated/claudin-low” and “cluster II/luminal immune” subtypes identified previously, which likely contain samples with higher infiltration rates. Using the 63-miRNA signature, we accurately assigned MIBCs to the basal and luminal subtypes and confirmed that patients with basal tumors had shorter overall survival. The results strongly suggest that miRNAs contribute to the control of the gene expression patterns observed in basal and luminal MIBCs and that they can be used as biomarkers and candidate therapeutic targets.
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spelling pubmed-53483112017-03-31 Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer Ochoa, Andrea E. Choi, Woonyoung Su, Xiaoping Siefker-Radtke, Arlene Czerniak, Bogdan Dinney, Colin McConkey, David J. Oncotarget Priority Research Paper The roles of non-coding RNAs in controlling clinical and biological heterogeneity in bladder cancer remain unclear. We used TCGA's published dataset (n = 405 tumors) as a discovery cohort and created a new validation cohort to define the miRNA expression patterns in the basal and luminal molecular subtypes of muscle-invasive bladder cancer (MIBC). We identified 63 miRNAs by PAM, which optimally identified basal and luminal tumors. The targets of the top luminal miRNAs were activators of EMT (ZEB1, ZEB2) and basal subtype transcription (IL-6, EGFR, STAT3), whereas the targets of the top basal miRNAs were involved in adipogenesis pathways and luminal breast cancer (ERBB2, ERBB3). We also identified a 15-miRNA signature that identified stromally infiltrated basal and luminal MIBCs corresponding to the “cluster IV/immune undifferentiated/claudin-low” and “cluster II/luminal immune” subtypes identified previously, which likely contain samples with higher infiltration rates. Using the 63-miRNA signature, we accurately assigned MIBCs to the basal and luminal subtypes and confirmed that patients with basal tumors had shorter overall survival. The results strongly suggest that miRNAs contribute to the control of the gene expression patterns observed in basal and luminal MIBCs and that they can be used as biomarkers and candidate therapeutic targets. Impact Journals LLC 2016-11-10 /pmc/articles/PMC5348311/ /pubmed/27845906 http://dx.doi.org/10.18632/oncotarget.13284 Text en Copyright: © 2016 Ochoa et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Priority Research Paper
Ochoa, Andrea E.
Choi, Woonyoung
Su, Xiaoping
Siefker-Radtke, Arlene
Czerniak, Bogdan
Dinney, Colin
McConkey, David J.
Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title_full Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title_fullStr Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title_full_unstemmed Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title_short Specific micro-RNA expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
title_sort specific micro-rna expression patterns distinguish the basal and luminal subtypes of muscle-invasive bladder cancer
topic Priority Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5348311/
https://www.ncbi.nlm.nih.gov/pubmed/27845906
http://dx.doi.org/10.18632/oncotarget.13284
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