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Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma
Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on t...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6155140/ https://www.ncbi.nlm.nih.gov/pubmed/30250137 http://dx.doi.org/10.1038/s41598-018-32549-1 |
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author | Andersen, Maria K. Rise, Kjersti Giskeødegård, Guro F. Richardsen, Elin Bertilsson, Helena Størkersen, Øystein Bathen, Tone F. Rye, Morten Tessem, May-Britt |
author_facet | Andersen, Maria K. Rise, Kjersti Giskeødegård, Guro F. Richardsen, Elin Bertilsson, Helena Størkersen, Øystein Bathen, Tone F. Rye, Morten Tessem, May-Britt |
author_sort | Andersen, Maria K. |
collection | PubMed |
description | Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (≤15%) against high reactive stroma content (≥16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation. |
format | Online Article Text |
id | pubmed-6155140 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61551402018-09-28 Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma Andersen, Maria K. Rise, Kjersti Giskeødegård, Guro F. Richardsen, Elin Bertilsson, Helena Størkersen, Øystein Bathen, Tone F. Rye, Morten Tessem, May-Britt Sci Rep Article Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (≤15%) against high reactive stroma content (≥16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation. Nature Publishing Group UK 2018-09-24 /pmc/articles/PMC6155140/ /pubmed/30250137 http://dx.doi.org/10.1038/s41598-018-32549-1 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 Andersen, Maria K. Rise, Kjersti Giskeødegård, Guro F. Richardsen, Elin Bertilsson, Helena Størkersen, Øystein Bathen, Tone F. Rye, Morten Tessem, May-Britt Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title | Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title_full | Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title_fullStr | Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title_full_unstemmed | Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title_short | Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
title_sort | integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6155140/ https://www.ncbi.nlm.nih.gov/pubmed/30250137 http://dx.doi.org/10.1038/s41598-018-32549-1 |
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