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A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort

Global gene expression analysis has been a major tool for urothelial carcinoma subtype discovery. This approach has revealed extensive complexity both in intrinsic features of the tumor cells and in the microenvironment. However, global gene expression cannot distinguish between gene expression sign...

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Autores principales: Marzouka, Nour-al-dain, Eriksson, Pontus, Rovira, Carlos, Liedberg, Fredrik, Sjödahl, Gottfrid, Höglund, Mattias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829240/
https://www.ncbi.nlm.nih.gov/pubmed/29487377
http://dx.doi.org/10.1038/s41598-018-22126-x
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author Marzouka, Nour-al-dain
Eriksson, Pontus
Rovira, Carlos
Liedberg, Fredrik
Sjödahl, Gottfrid
Höglund, Mattias
author_facet Marzouka, Nour-al-dain
Eriksson, Pontus
Rovira, Carlos
Liedberg, Fredrik
Sjödahl, Gottfrid
Höglund, Mattias
author_sort Marzouka, Nour-al-dain
collection PubMed
description Global gene expression analysis has been a major tool for urothelial carcinoma subtype discovery. This approach has revealed extensive complexity both in intrinsic features of the tumor cells and in the microenvironment. However, global gene expression cannot distinguish between gene expression signals originating from the tumor cells proper and from normal cells in the biopsy. Here, we use a large cohort of advanced urothelial carcinomas for which both gene expression data and extensive immunohistochemistry are available to create a supervised mRNA expression centroid classifier. This classifier identifies the major Lund taxonomy tumor cell phenotypes as defined by IHC. We apply this classifier to the independent TCGA dataset and show excellent associations between identified subtypes and genomic features. We validate a progressed version of Urothelial-like A (UroA-Prog) that shows FGFR3 mutations and CDKN2A deletions, and we show that the variant Urothelial-like C is almost devoid of FGFR3 mutations. We show that Genomically Unstable tumors are very distinct from Urothelial-like tumors at the genomic level, and that tumors classified as Basal/SCC-like all complied with the established definition for Basal/SCC-like tumors. We identify the Mesenchymal-like and Small-cell/Neuroendocrine-like subtypes, and demonstrate that patients with UroB and Sc/NE-like tumors show the worst overall survival.
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spelling pubmed-58292402018-03-01 A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort Marzouka, Nour-al-dain Eriksson, Pontus Rovira, Carlos Liedberg, Fredrik Sjödahl, Gottfrid Höglund, Mattias Sci Rep Article Global gene expression analysis has been a major tool for urothelial carcinoma subtype discovery. This approach has revealed extensive complexity both in intrinsic features of the tumor cells and in the microenvironment. However, global gene expression cannot distinguish between gene expression signals originating from the tumor cells proper and from normal cells in the biopsy. Here, we use a large cohort of advanced urothelial carcinomas for which both gene expression data and extensive immunohistochemistry are available to create a supervised mRNA expression centroid classifier. This classifier identifies the major Lund taxonomy tumor cell phenotypes as defined by IHC. We apply this classifier to the independent TCGA dataset and show excellent associations between identified subtypes and genomic features. We validate a progressed version of Urothelial-like A (UroA-Prog) that shows FGFR3 mutations and CDKN2A deletions, and we show that the variant Urothelial-like C is almost devoid of FGFR3 mutations. We show that Genomically Unstable tumors are very distinct from Urothelial-like tumors at the genomic level, and that tumors classified as Basal/SCC-like all complied with the established definition for Basal/SCC-like tumors. We identify the Mesenchymal-like and Small-cell/Neuroendocrine-like subtypes, and demonstrate that patients with UroB and Sc/NE-like tumors show the worst overall survival. Nature Publishing Group UK 2018-02-27 /pmc/articles/PMC5829240/ /pubmed/29487377 http://dx.doi.org/10.1038/s41598-018-22126-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Marzouka, Nour-al-dain
Eriksson, Pontus
Rovira, Carlos
Liedberg, Fredrik
Sjödahl, Gottfrid
Höglund, Mattias
A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title_full A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title_fullStr A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title_full_unstemmed A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title_short A validation and extended description of the Lund taxonomy for urothelial carcinoma using the TCGA cohort
title_sort validation and extended description of the lund taxonomy for urothelial carcinoma using the tcga cohort
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829240/
https://www.ncbi.nlm.nih.gov/pubmed/29487377
http://dx.doi.org/10.1038/s41598-018-22126-x
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