An integrative DNA methylation model for improved prognostication of postsurgery recurrence and therapy in prostate cancer patients.

Urol Oncol

Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Institute of Medical Science, University of Toronto, Toronto, ON; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON; Department of Surgery and Surgical Oncology, Division of Urology, University Health Network, Toronto, ON. Electronic address:

Published: February 2020

Purpose: Patients with clinically localized, high-risk prostate cancer are often treated with surgery, but exhibit variable prognosis requiring long-term monitoring. An ongoing challenge for such patients is developing optimal strategies and biomarkers capable of differentiating between men at risk of early recurrence (<3 years) that will benefit from adjuvant therapies and men at risk of late recurrence (>5 years) who will benefit from long-term monitoring and/or salvage therapies.

Patients And Methods: DNA methylation changes for 12 genes associated with disease progression were analyzed in 453 prostate tumors. A 4-gene prognostic model (4-G model) for biochemical recurrence (BCR) was derived utilizing LASSO from Cohort 1 (n = 254) and validated in Cohort 2 (n = 199). Subsequently, the 4-G model was evaluated for its association with salvage radiotherapy (RT) and/or hormone therapy, and the additive potential to CAPRA-S to develop an integrative gene model was assessed.

Results: The 4-G model was significantly associated with BCR in both cohorts (chi-squared analysis P≤ 0.004) and specifically, with late recurrence at 5+ years (P < 0.001, Cohort 1; P= 0.028, Cohort 2). Multivariable Cox proportional regression analysis identified the 4-G model as significantly associated with salvage RT or hormone therapy in Cohort 1 (hazard ratio (HR) 1.64, 95% confidence interval (CI) 1.29-2.10, P< 0.001) and further validated in Cohort 2 (HR 1.63, 95% CI 1.18-2.25, P< 0.001). The integrative model outperformed prostate-specific antigen and the 4-G model alone for predicting BCR and was associated with patients who received hormone therapy 3+ years postsurgery.

Conclusions: We have identified and validated a novel integrative gene model as an independent prognosticator of BCR and demonstrated its association with late BCR. These patients require more long-term postsurgical monitoring and could be spared the comorbidities of adjuvant therapies.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.urolonc.2019.08.017DOI Listing

Publication Analysis

Top Keywords

4-g model
20
hormone therapy
12
model
10
dna methylation
8
prostate cancer
8
long-term monitoring
8
recurrence years
8
validated cohort
8
integrative gene
8
gene model
8

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!