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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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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. |
format | Online Article Text |
id | pubmed-5348311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
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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