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Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer
Prognostic biomarkers are needed to distinguish patients with clinically localized prostate cancer (PCa) who are at high risk of metastatic progression. The tumor transcriptome may reveal its aggressiveness potential and have utility for predicting adverse patient outcomes. Genomewide gene expressio...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510189/ https://www.ncbi.nlm.nih.gov/pubmed/28145099 http://dx.doi.org/10.1002/1878-0261.12014 |
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author | Rubicz, Rohina Zhao, Shanshan Wright, Jonathan L. Coleman, Ilsa Grasso, Catherine Geybels, Milan S. Leonardson, Amy Kolb, Suzanne April, Craig Bibikova, Marina Troyer, Dean Lance, Raymond Lin, Daniel W. Ostrander, Elaine A. Nelson, Peter S. Fan, Jian‐Bing Feng, Ziding Stanford, Janet L. |
author_facet | Rubicz, Rohina Zhao, Shanshan Wright, Jonathan L. Coleman, Ilsa Grasso, Catherine Geybels, Milan S. Leonardson, Amy Kolb, Suzanne April, Craig Bibikova, Marina Troyer, Dean Lance, Raymond Lin, Daniel W. Ostrander, Elaine A. Nelson, Peter S. Fan, Jian‐Bing Feng, Ziding Stanford, Janet L. |
author_sort | Rubicz, Rohina |
collection | PubMed |
description | Prognostic biomarkers are needed to distinguish patients with clinically localized prostate cancer (PCa) who are at high risk of metastatic progression. The tumor transcriptome may reveal its aggressiveness potential and have utility for predicting adverse patient outcomes. Genomewide gene expression levels were measured in primary tumor samples of 383 patients in a population‐based discovery cohort, and from an independent clinical validation dataset of 78 patients. Patients were followed for ≥ 5 years after radical prostatectomy to ascertain outcomes. Area under the receiver‐operating characteristic curve (AUC), partial AUC (pAUC, 95% specificity), and P‐value criteria were used to detect and validate the differentially expressed transcripts. Twenty‐three differentially expressed transcripts in patients with metastatic‐lethal compared with nonrecurrent PCa were validated (P < 0.05; false discovery rate < 0.20) in the independent dataset. The addition of each validated transcript to a model with Gleason score showed that 17 transcripts significantly improved the AUC (range: 0.83–0.88; all P‐values < 0.05). These differentially expressed mRNAs represent genes with diverse cellular functions related to tumor aggressiveness. This study validated 23 gene transcripts for predicting metastatic‐lethal PCa in patients surgically treated for clinically localized disease. Several of these mRNA biomarkers have clinical potential for identifying the subset of PCa patients with more aggressive tumors who would benefit from closer monitoring and adjuvant therapy. |
format | Online Article Text |
id | pubmed-5510189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-55101892017-07-31 Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer Rubicz, Rohina Zhao, Shanshan Wright, Jonathan L. Coleman, Ilsa Grasso, Catherine Geybels, Milan S. Leonardson, Amy Kolb, Suzanne April, Craig Bibikova, Marina Troyer, Dean Lance, Raymond Lin, Daniel W. Ostrander, Elaine A. Nelson, Peter S. Fan, Jian‐Bing Feng, Ziding Stanford, Janet L. Mol Oncol Research Articles Prognostic biomarkers are needed to distinguish patients with clinically localized prostate cancer (PCa) who are at high risk of metastatic progression. The tumor transcriptome may reveal its aggressiveness potential and have utility for predicting adverse patient outcomes. Genomewide gene expression levels were measured in primary tumor samples of 383 patients in a population‐based discovery cohort, and from an independent clinical validation dataset of 78 patients. Patients were followed for ≥ 5 years after radical prostatectomy to ascertain outcomes. Area under the receiver‐operating characteristic curve (AUC), partial AUC (pAUC, 95% specificity), and P‐value criteria were used to detect and validate the differentially expressed transcripts. Twenty‐three differentially expressed transcripts in patients with metastatic‐lethal compared with nonrecurrent PCa were validated (P < 0.05; false discovery rate < 0.20) in the independent dataset. The addition of each validated transcript to a model with Gleason score showed that 17 transcripts significantly improved the AUC (range: 0.83–0.88; all P‐values < 0.05). These differentially expressed mRNAs represent genes with diverse cellular functions related to tumor aggressiveness. This study validated 23 gene transcripts for predicting metastatic‐lethal PCa in patients surgically treated for clinically localized disease. Several of these mRNA biomarkers have clinical potential for identifying the subset of PCa patients with more aggressive tumors who would benefit from closer monitoring and adjuvant therapy. John Wiley and Sons Inc. 2016-10-19 2017-02 /pmc/articles/PMC5510189/ /pubmed/28145099 http://dx.doi.org/10.1002/1878-0261.12014 Text en © 2016 The Authors. Published by FEBS Press and John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Rubicz, Rohina Zhao, Shanshan Wright, Jonathan L. Coleman, Ilsa Grasso, Catherine Geybels, Milan S. Leonardson, Amy Kolb, Suzanne April, Craig Bibikova, Marina Troyer, Dean Lance, Raymond Lin, Daniel W. Ostrander, Elaine A. Nelson, Peter S. Fan, Jian‐Bing Feng, Ziding Stanford, Janet L. Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title | Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title_full | Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title_fullStr | Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title_full_unstemmed | Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title_short | Gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
title_sort | gene expression panel predicts metastatic‐lethal prostate cancer outcomes in men diagnosed with clinically localized prostate cancer |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510189/ https://www.ncbi.nlm.nih.gov/pubmed/28145099 http://dx.doi.org/10.1002/1878-0261.12014 |
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