University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL.
Ontario Clinical Oncology Group, Hamilton, ON.
Clin Genitourin Cancer. 2018 Aug;16(4):e961-e967. doi: 10.1016/j.clgc.2018.03.016. Epub 2018 Apr 6.
Optimal end points in phase 2 trials evaluating salvage therapy for metastatic urothelial carcinoma are necessary to identify promising drugs, particularly immunotherapeutics, where response and progression-free survival may be unreliable. We developed a nomogram using data from phase 2 trials of historical agents to estimate the 12-month overall survival (OS) for patients to which observed survival of nonrandomized data sets receiving immunotherapies could be compared.
Survival and data for major prognostic factors were obtained from phase 2 trials: hemoglobin, performance status, liver metastasis, treatment-free interval, and albumin. A nomogram was developed to estimate 12-month OS. Patients were randomly allotted to discovery:validation data sets in a 2:1 ratio. Calibration plots were constructed in the validation data set and data bootstrapped to assess performance. The nomogram was tested on external nonrandomized cohorts of patients receiving pemetrexed and atezolizumab.
Data were available from 340 patients receiving sunitinib, everolimus, docetaxel + vandetanib, docetaxel + placebo, pazopanib, paclitaxel, or docetaxel. Calibration and prognostic ability were acceptable (c index = 0.634; 95% confidence interval [CI], 0.596-0.652). Observed 12-month survival for patients receiving pemetrexed (n = 127, 23.5%; 95% CI, 16.2-31.7) was similar to nomogram-predicted survival (19%; 95% CI, 16.5-21.5; P > .05), while observed results with atezolizumab (n = 403, 39.0%; 95% CI, 34.1-43.9) exceeded predicted results (24.6%; 95% CI, 23.4-25.8; P < .001).
This nomogram may be a useful tool to interpret results of nonrandomized phase 2 trials of salvage therapy for metastatic urothelial carcinoma by assessing the OS contributions of drug intervention independent of prognostic variables.
在评估转移性尿路上皮癌挽救治疗的 2 期临床试验中,需要确定最佳终点,以鉴定有前途的药物,特别是免疫疗法,因为反应和无进展生存期可能不可靠。我们使用来自历史药物 2 期试验的数据开发了一个列线图,以估计观察到的接受免疫治疗的非随机数据集的生存数据,从而可以比较接受这些药物治疗的患者的 12 个月总生存率(OS)。
从 2 期试验中获得了生存数据和主要预后因素的数据:血红蛋白、表现状态、肝转移、治疗无间隔期和白蛋白。开发了一个列线图来估计 12 个月的 OS。患者被随机分配到发现:验证数据集的 2:1 比例。在验证数据集中构建了校准图,并进行数据引导以评估性能。该列线图在接受培美曲塞和阿特珠单抗的外部非随机患者队列中进行了测试。
来自接受舒尼替尼、依维莫司、多西他赛+凡德他尼、多西他赛+安慰剂、帕唑帕尼、紫杉醇或多西他赛治疗的 340 名患者的数据可用。校准和预后能力是可以接受的(c 指数=0.634;95%置信区间[CI],0.596-0.652)。接受培美曲塞治疗的患者的 12 个月观察生存率(n=127,23.5%;95%CI,16.2-31.7)与列线图预测的生存率(19%;95%CI,16.5-21.5;P>0.05)相似,而接受阿特珠单抗治疗的患者的观察结果(n=403,39.0%;95%CI,34.1-43.9)超过了预测结果(24.6%;95%CI,23.4-25.8;P<0.001)。
该列线图可能是一种有用的工具,可以通过评估药物干预对 OS 的贡献来解释转移性尿路上皮癌挽救治疗的非随机 2 期试验结果,而不考虑预后变量。