1. Development and Validation of a Prostate Cancer Genomic Signature that Predicts Early ADT Treatment Response Following Radical Prostatectomy
- Author
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Karnes, R Jeffrey, Sharma, Vidit, Choeurng, Voleak, Ashab, Hussam Al-Deen, Erho, Nicholas, Alshalalfa, Mohammed, Trock, Bruce, Ross, Ashley, Yousefi, Kasra, Tsai, Harrison, Zhao, Shuang G, Tosoian, Jeffrey J, Haddad, Zaid, Takhar, Mandeep, Chang, S Laura, Spratt, Daniel E, Abdollah, Firas, Jenkins, Robert B, Klein, Eric A, Nguyen, Paul L, Dicker, Adam P, Den, Robert B, Davicioni, Elai, Feng, Felix Y, Lotan, Tamara L, and Schaeffer, Edward M
- Subjects
Urologic Diseases ,Patient Safety ,Prostate Cancer ,Genetics ,Aging ,Cancer ,Aged ,Androgen Antagonists ,Chemotherapy ,Adjuvant ,Gene Expression Regulation ,Neoplastic ,Genomics ,Humans ,Kaplan-Meier Estimate ,Male ,Middle Aged ,Neoplasm Metastasis ,Neoplasm Proteins ,Neoplasm Recurrence ,Local ,Prognosis ,Prostate ,Prostate-Specific Antigen ,Prostatectomy ,Prostatic Neoplasms ,Seminal Vesicles ,Transcriptome ,Oncology and Carcinogenesis ,Oncology & Carcinogenesis - Abstract
Purpose: Currently, no genomic signature exists to distinguish men most likely to progress on adjuvant androgen deprivation therapy (ADT) after radical prostatectomy for high-risk prostate cancer. Here we develop and validate a gene expression signature to predict response to postoperative ADT.Experimental Design: A training set consisting of 284 radical prostatectomy patients was established after 1:1 propensity score matching metastasis between adjuvant-ADT (a-ADT)-treated and no ADT-treated groups. An ADT Response Signature (ADT-RS) was identified from neuroendocrine and AR signaling-related genes. Two independent cohorts were used to form three separate data sets for validation (set I, n = 232; set II, n = 435; set III, n = 612). The primary endpoint of the analysis was postoperative metastasis.Results: Increases in ADT-RS score were associated with a reduction in risk of metastasis only in a-ADT patients. On multivariable analysis, ADT-RS by ADT treatment interaction term remained associated with metastasis in both validation sets (set I: HR = 0.18, Pinteraction = 0.009; set II: HR = 0.25, Pinteraction = 0.019). In a matched validation set III, patients with Low ADT-RS scores had similar 10-year metastasis rates in the a-ADT and no-ADT groups (30.1% vs. 31.0%, P = 0.989). Among High ADT-RS patients, 10-year metastasis rates were significantly lower for a-ADT versus no-ADT patients (9.4% vs. 29.2%, P = 0.021). The marginal ADT-RS by ADT interaction remained significant in the matched dataset (Pinteraction = 0.035).Conclusions: Patients with High ADT-RS benefited from a-ADT. In combination with prognostic risk factors, use of ADT-RS may thus allow for identification of ADT-responsive tumors that may benefit most from early androgen blockade after radical prostatectomy. We discovered a gene signature that when present in primary prostate tumors may be useful to predict patients who may respond to early ADT after surgery. Clin Cancer Res; 24(16); 3908-16. ©2018 AACR.
- Published
- 2018