Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA.
GenomeDx Biosciences Inc., Vancouver, BC, Canada.
Eur Urol. 2017 Nov;72(5):845-852. doi: 10.1016/j.eururo.2017.05.009. Epub 2017 May 19.
Decipher is a validated genomic classifier developed to determine the biological potential for metastasis after radical prostatectomy (RP).
To evaluate the ability of biopsy Decipher to predict metastasis and Prostate cancer-specific mortality (PCSM) in primarily intermediate- to high-risk patients treated with RP or radiation therapy (RT).
DESIGN, SETTING, AND PARTICIPANTS: Two hundred and thirty-five patients treated with either RP (n=105) or RT±androgen deprivation therapy (n=130) with available genomic expression profiles generated from diagnostic biopsy specimens from seven tertiary referral centers. The highest-grade core was sampled and Decipher was calculated based on a locked random forest model.
Metastasis and PCSM were the primary and secondary outcomes of the study, respectively. Cox analysis and c-index were used to evaluate the performance of Decipher.
With a median follow-up of 6 yr among censored patients, 34 patients developed metastases and 11 died of prostate cancer. On multivariable analysis, biopsy Decipher remained a significant predictor of metastasis (hazard ratio: 1.37 per 10% increase in score, 95% confidence interval [CI]: 1.06-1.78, p=0.018) after adjusting for clinical variables. For predicting metastasis 5-yr post-biopsy, Cancer of the Prostate Risk Assessment score had a c-index of 0.60 (95% CI: 0.50-0.69), while Cancer of the Prostate Risk Assessment plus biopsy Decipher had a c-index of 0.71 (95% CI: 0.60-0.82). National Comprehensive Cancer Network risk group had a c-index of 0.66 (95% CI: 0.53-0.77), while National Comprehensive Cancer Network plus biopsy Decipher had a c-index of 0.74 (95% CI: 0.66-0.82). Biopsy Decipher was a significant predictor of PCSM (hazard ratio: 1.57 per 10% increase in score, 95% CI: 1.03-2.48, p=0.037), with a 5-yr PCSM rate of 0%, 0%, and 9.4% for Decipher low, intermediate, and high, respectively.
Biopsy Decipher predicted metastasis and PCSM from diagnostic biopsy specimens of primarily intermediate- and high-risk men treated with first-line RT or RP.
Biopsy Decipher predicted metastasis and prostate cancer-specific mortality risk from diagnostic biopsy specimens.
Decipher 是一种经过验证的基因组分类器,用于确定根治性前列腺切除术(RP)后转移的生物学潜力。
评估活检 Decipher 在接受 RP 或放射治疗(RT)治疗的中高危患者中预测转移和前列腺癌特异性死亡率(PCSM)的能力。
设计、地点和参与者:来自七个三级转诊中心的 235 名接受 RP(n=105)或 RT±雄激素剥夺治疗(n=130)治疗且具有可用基因组表达谱的患者。采集最高级别的核心样本,并基于锁定随机森林模型计算 Decipher。
转移和 PCSM 分别是该研究的主要和次要结局。Cox 分析和 c 指数用于评估 Decipher 的性能。
在有截尾患者的中位随访 6 年后,34 例患者发生转移,11 例患者死于前列腺癌。多变量分析显示,在调整临床变量后,活检 Decipher 仍然是转移的显著预测因素(每增加 10%评分的风险比:1.37,95%置信区间 [CI]:1.06-1.78,p=0.018)。对于预测活检后 5 年的转移,前列腺癌风险评估评分的 c 指数为 0.60(95%CI:0.50-0.69),而前列腺癌风险评估加活检 Decipher 的 c 指数为 0.71(95%CI:0.60-0.82)。国家综合癌症网络风险组的 c 指数为 0.66(95%CI:0.53-0.77),而国家综合癌症网络加活检 Decipher 的 c 指数为 0.74(95%CI:0.66-0.82)。活检 Decipher 是 PCSM 的显著预测因素(每增加 10%评分的风险比:1.57,95%CI:1.03-2.48,p=0.037),其 5 年 PCSM 率分别为 0%、0%和 9.4%,Decipher 低、中、高分别为 0%、0%和 9.4%。
活检 Decipher 可预测一线 RT 或 RP 治疗的中高危男性的转移和 PCSM。
活检 Decipher 可从诊断性活检标本中预测转移和前列腺癌特异性死亡率风险。