Development and Validation of a Prostate Cancer Genomic Signature that Predicts Early ADT Treatment Response Following Radical Prostatectomy

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. A training se...

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Veröffentlicht in:Clinical cancer research 2018-08, Vol.24 (16), p.3908-3916
Hauptverfasser: 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, Schaeffer, Edward M
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container_end_page 3916
container_issue 16
container_start_page 3908
container_title Clinical cancer research
container_volume 24
creator 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
Schaeffer, Edward M
description 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. 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, = 232; set II, = 435; set III, = 612). The primary endpoint of the analysis was postoperative metastasis. 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, = 0.009; set II: HR = 0.25, = 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%, = 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%, = 0.021). The marginal ADT-RS by ADT interaction remained significant in the matched dataset ( = 0.035). 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. .
doi_str_mv 10.1158/1078-0432.CCR-17-2745
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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%, = 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%, = 0.021). The marginal ADT-RS by ADT interaction remained significant in the matched dataset ( = 0.035). 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. 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source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; American Association for Cancer Research; Alma/SFX Local Collection
subjects Aged
Androgen Antagonists - administration & dosage
Chemotherapy, Adjuvant - methods
Gene Expression Regulation, Neoplastic - drug effects
Genomics
Humans
Kaplan-Meier Estimate
Male
Middle Aged
Neoplasm Metastasis
Neoplasm Proteins - genetics
Neoplasm Recurrence, Local - genetics
Neoplasm Recurrence, Local - pathology
Prognosis
Prostate - pathology
Prostate-Specific Antigen - genetics
Prostatectomy
Prostatic Neoplasms - drug therapy
Prostatic Neoplasms - genetics
Prostatic Neoplasms - pathology
Prostatic Neoplasms - surgery
Seminal Vesicles - metabolism
Seminal Vesicles - pathology
Transcriptome
title Development and Validation of a Prostate Cancer Genomic Signature that Predicts Early ADT Treatment Response Following Radical Prostatectomy
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