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Molecular Subgroup of Primary Prostate Cancer Presenting with Metastatic Biology.
- Source :
-
European urology [Eur Urol] 2017 Oct; Vol. 72 (4), pp. 509-518. Date of Electronic Publication: 2017 Apr 10. - Publication Year :
- 2017
-
Abstract
- Background: Approximately 4-25% of patients with early prostate cancer develop disease recurrence following radical prostatectomy.<br />Objective: To identify a molecular subgroup of prostate cancers with metastatic potential at presentation resulting in a high risk of recurrence following radical prostatectomy.<br />Design, Setting, and Participants: Unsupervised hierarchical clustering was performed using gene expression data from 70 primary resections, 31 metastatic lymph nodes, and 25 normal prostate samples. Independent assay validation was performed using 322 radical prostatectomy samples from four sites with a mean follow-up of 50.3 months.<br />Outcome Measurements and Statistical Analysis: Molecular subgroups were identified using unsupervised hierarchical clustering. A partial least squares approach was used to generate a gene expression assay. Relationships with outcome (time to biochemical and metastatic recurrence) were analysed using multivariable Cox regression and log-rank analysis.<br />Results and Limitations: A molecular subgroup of primary prostate cancer with biology similar to metastatic disease was identified. A 70-transcript signature (metastatic assay) was developed and independently validated in the radical prostatectomy samples. Metastatic assay positive patients had increased risk of biochemical recurrence (multivariable hazard ratio [HR] 1.62 [1.13-2.33]; p=0.0092) and metastatic recurrence (multivariable HR=3.20 [1.76-5.80]; p=0.0001). A combined model with Cancer of the Prostate Risk Assessment post surgical (CAPRA-S) identified patients at an increased risk of biochemical and metastatic recurrence superior to either model alone (HR=2.67 [1.90-3.75]; p<0.0001 and HR=7.53 [4.13-13.73]; p<0.0001, respectively). The retrospective nature of the study is acknowledged as a potential limitation.<br />Conclusions: The metastatic assay may identify a molecular subgroup of primary prostate cancers with metastatic potential.<br />Patient Summary: The metastatic assay may improve the ability to detect patients at risk of metastatic recurrence following radical prostatectomy. The impact of adjuvant therapies should be assessed in this higher-risk population.<br /> (Copyright © 2017 European Association of Urology. Published by Elsevier B.V. All rights reserved.)
- Subjects :
- Cluster Analysis
Genetic Predisposition to Disease
Humans
Least-Squares Analysis
Lymphatic Metastasis
Male
Multivariate Analysis
Phenotype
Proportional Hazards Models
Prostatic Neoplasms pathology
Retrospective Studies
Risk Assessment
Risk Factors
Time Factors
Treatment Outcome
Biomarkers, Tumor genetics
Lymph Node Excision adverse effects
Prostatectomy adverse effects
Prostatic Neoplasms genetics
Prostatic Neoplasms surgery
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 1873-7560
- Volume :
- 72
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- European urology
- Publication Type :
- Academic Journal
- Accession number :
- 28408174
- Full Text :
- https://doi.org/10.1016/j.eururo.2017.03.027