H. Lee Moffitt Cancer Center and Research Institute , Tampa , Florida.
GenomeDx Biosciences , Vancouver , British Columbia , Canada.
J Urol. 2019 Aug;202(2):247-255. doi: 10.1097/JU.0000000000000193. Epub 2019 Jul 8.
Most prostate cancer in African American men lacks the ETS (E26 transforming specific) family fusion event (ETS-). We aimed to establish clinically relevant biomarkers in African American men by studying ETS dependent gene expression patterns to identified race specific genes predictive of outcomes.
Two multicenter cohorts of a total of 1,427 men were used for the discovery and validation (635 and 792 men, respectively) of race specific predictive biomarkers. We used false discovery rate adjusted q values to identify race and ETS dependent genes which were differentially expressed in African American men who experienced biochemical recurrence within 5 years. Principal component modeling along with survival analysis was done to assess the accuracy of the gene panel in predicting recurrence.
We identified 3,047 genes which were differentially expressed based on ETS status. Of these genes 362 were differentially expressed in a race specific manner (false discovery rate 0.025 or less). A total of 81 genes were race specific and over expressed in African American men who experienced biochemical recurrence. The final gene panel included APOD, BCL6, EMP1, MYADM, SRGN and TIMP3. These genes were associated with 5-year biochemical recurrence (HR 1.97, 95% CI 1.27-3.06, p = 0.002) and they improved the predictive accuracy of clinicopathological variables only in African American men (60-month time dependent AUC 0.72).
In an effort to elucidate biological features associated with prostate cancer aggressiveness in African American men we identified ETS dependent biomarkers predicting early onset biochemical recurrence only in African American men. Thus, these ETS dependent biomarkers representing ideal candidates for biomarkers of aggressive disease in this patient population.
大多数非裔美国男性的前列腺癌缺乏 ETS(E26 转化特异性)家族融合事件(ETS-)。我们旨在通过研究 ETS 依赖的基因表达模式来确定与种族特异性相关的生物标志物,从而为非裔美国男性建立临床相关的生物标志物。
我们使用了两个共包含 1427 名男性的多中心队列,用于发现和验证(分别为 635 名和 792 名男性)种族特异性预测生物标志物。我们使用错误发现率调整的 q 值来识别在 5 年内经历生化复发的非裔美国男性中差异表达的种族和 ETS 依赖性基因。通过主成分建模和生存分析来评估基因谱预测复发的准确性。
我们确定了 3047 个基于 ETS 状态差异表达的基因。其中,有 362 个基因以种族特异性方式差异表达(错误发现率低于 0.025)。共有 81 个基因在经历生化复发的非裔美国男性中特异性上调且过表达。最终的基因谱包括 APOD、BCL6、EMP1、MYADM、SRGN 和 TIMP3。这些基因与 5 年生化复发相关(HR 1.97,95%CI 1.27-3.06,p = 0.002),并且仅在非裔美国男性中改善了临床病理变量的预测准确性(60 个月时间依赖 AUC 0.72)。
为了阐明与非裔美国男性前列腺癌侵袭性相关的生物学特征,我们确定了仅在非裔美国男性中预测早期生化复发的 ETS 依赖性生物标志物。因此,这些 ETS 依赖性生物标志物是非裔美国男性患者群体中侵袭性疾病生物标志物的理想候选者。