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Individual Patient-Level Meta-Analysis of the Performance of the Decipher Genomic Classifier in High-Risk Men After Prostatectomy to Predict Development of Metastatic Disease.

机译:前列腺切除术后预测转移性疾病发展的高危男性解密基因组分类器性能的个体患者水平荟萃分析。

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摘要

Purpose To perform the first meta-analysis of the performance of the genomic classifier test, Decipher, in men with prostate cancer postprostatectomy. Methods MEDLINE, EMBASE, and the Decipher genomic resource information database were searched for published reports between 2011 and 2016 of men treated by prostatectomy that assessed the benefit of the Decipher test. Multivariable Cox proportional hazards models fit to individual patient data were performed; meta-analyses were conducted by pooling the study-specific hazard ratios (HRs) using random-effects modeling. Extent of heterogeneity between studies was determined with the I(2) test. Results Five studies (975 total patients, and 855 patients with individual patient-level data) were eligible for analysis, with a median follow-up of 8 years. Of the total cohort, 60.9%, 22.6%, and 16.5% of patients were classified by Decipher as low, intermediate, and high risk, respectively. The 10-year cumulative incidence metastases rates were 5.5%, 15.0%, and 26.7% ( P \u3c .001), respectively, for the three risk classifications. Pooling the study-specific Decipher HRs across the five studies resulted in an HR of 1.52 (95% CI, 1.39 to 1.67; I(2) = 0%) per 0.1 unit. In multivariable analysis of individual patient data, adjusting for clinicopathologic variables, Decipher remained a statistically significant predictor of metastasis (HR, 1.30; 95% CI, 1.14 to 1.47; P \u3c .001) per 0.1 unit. The C-index for 10-year distant metastasis of the clinical model alone was 0.76; this increased to 0.81 with inclusion of Decipher. Conclusion The genomic classifier test, Decipher, can independently improve prognostication of patients postprostatectomy, as well as within nearly all clinicopathologic, demographic, and treatment subgroups. Future study of how to best incorporate genomic testing in clinical decision-making and subsequent treatment recommendations is warranted.
机译:目的对前列腺癌前列腺切除术后男性进行基因组分类器测试Decipher的性能的首次荟萃分析。方法检索MEDLINE,EMBASE和Decipher基因组资源信息数据库,以评估2011年至2016年经前列腺切除术治疗的男性的发表的报告,这些报告评估了Decipher测试的益处。进行了适合各个患者数据的多变量Cox比例风险模型;荟萃分析是通过使用随机效应模型汇总特定于研究的危险比(HR)进行的。研究之间的异质性程度由I(2)检验确定。结果有5项研究(总共975例患者和855例具有单独患者水平数据的患者)符合分析条件,平均随访8年。在整个队列中,Decipher分别将60.9%,22.6%和16.5%的患者分类为低,中和高风险。对于这三种风险分类,10年累积发生转移率分别为5.5%,15.0%和26.7%(P <0.001)。将五项研究中特定于研究的解密者HR合并在一起,得出每0.1个单位1.52的HR(95%CI,1.39至1.67; I(2)= 0%)。在对个别患者数据进行多变量分析(调整临床病理变量)后,Decipher仍是每0.1单位转移的统计学显着预测指标(HR,1.30; 95%CI,1.14至1.47; P <0.001)。仅临床模型的10年远处转移的C指数为0.76;加上解密程序后,这个数字增加到0.81。结论基因组分类器测试Decipher可以独立改善前列腺切除术后患者以及几乎所有临床病理,人口统计学和治疗亚组的预后。因此,有必要对如何最好地将基因组测试纳入临床决策和后续治疗建议进行进一步研究。

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