Molecular Subgroup of Primary Prostate Cancer Presenting with Metastatic Biology

Steven M Walker, Laura A Knight, Andrena M McCavigan, Gemma E Logan, Viktor Berge, Amir Sherif, Hardev Pandha, Anne Y Warren, Catherine Davidson, Adam Uprichard, Jaine K Blayney, Bethanie Price, Gera L Jellema, Christopher J Steele, Aud Svindland, Simon S McDade, Christopher G Eden, Chris Foster, Ian G Mills, David E NealMalcolm D Mason, Elaine W Kay, David J Waugh, D Paul Harkin, R William Watson, Noel W Clarke, Richard D Kennedy

Research output: Contribution to journalArticle

11 Citations (Scopus)
239 Downloads (Pure)

Abstract

Background: Approximately 4–25% of patients with early prostate cancer develop disease recurrence following radical prostatectomy. Objective: To identify a molecular subgroup of prostate cancers with metastatic potential at presentation resulting in a high risk of recurrence following radical prostatectomy. 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. 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. 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. Conclusions: The metastatic assay may identify a molecular subgroup of primary prostate cancers with metastatic potential. 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.
Original languageEnglish
JournalEuropean Urology
Early online date10 Apr 2017
DOIs
Publication statusEarly online date - 10 Apr 2017

Keywords

  • Journal Article

Fingerprint Dive into the research topics of 'Molecular Subgroup of Primary Prostate Cancer Presenting with Metastatic Biology'. Together they form a unique fingerprint.

  • Cite this

    Walker, S. M., Knight, L. A., McCavigan, A. M., Logan, G. E., Berge, V., Sherif, A., Pandha, H., Warren, A. Y., Davidson, C., Uprichard, A., Blayney, J. K., Price, B., Jellema, G. L., Steele, C. J., Svindland, A., McDade, S. S., Eden, C. G., Foster, C., Mills, I. G., ... Kennedy, R. D. (2017). Molecular Subgroup of Primary Prostate Cancer Presenting with Metastatic Biology. European Urology. https://doi.org/10.1016/j.eururo.2017.03.027