Université de Lyon, Centre Léon Bérard, 28, rue Laennec, F-69373 Lyon Cedex 08, France.
Statistics, Pfizer Inc., 445 Eastern Point Road, Groton, CT 06340, USA.
Eur J Cancer. 2014 Jul;50(10):1766-1771. doi: 10.1016/j.ejca.2014.03.012. Epub 2014 Apr 23.
To determine suitability of progression-free survival (PFS) as a surrogate end-point for overall survival (OS), we evaluated the relationship between PFS and OS in 750 treatment-naïve metastatic renal cell carcinoma (mRCC) patients who received sunitinib or interferon-alpha (IFN-α) in a phase III study.
The relationship between PFS and post-progression survival (PPS; the difference between PFS and OS) was studied, which correctly removes inherent dependencies between PFS and OS, to properly estimate whether and to what extent PFS can serve as a surrogate for OS. A Weibull parametric model to failure time data was fit to determine whether longer PFS was significantly and meaningfully predictive of longer PPS. In a sensitivity analysis by Kaplan-Meier non-parametric method, PPS curves for three approximately equal numbered groups of patients categorised by PFS were compared by log-rank test.
In the Weibull parametric model, longer PFS was significantly predictive of longer PPS (P<0.001). The model also allowed prediction of estimated median PPS duration from actual PFS times. In the Kaplan-Meier (non-parametric) analysis, incrementally longer PFS was also associated with longer PPS, and the PPS curves for the three PFS groups were significantly different (P<0.0001).
A positive relationship was found between PFS and PPS duration in individual mRCC patients randomised to first-line treatment with sunitinib or IFN-α. These results indicate that PFS can act as a surrogate end-point for OS in the first-line mRCC setting and provide clinical researchers with a potentially useful approach to estimate median PPS based on PFS.
为了确定无进展生存期(PFS)作为总生存期(OS)替代终点的适宜性,我们在一项 III 期研究中评估了 750 例未经治疗的转移性肾细胞癌(mRCC)患者中,PFS 与 OS 之间的关系,这些患者接受舒尼替尼或干扰素-α(IFN-α)治疗。
研究了 PFS 与进展后生存期(PPS;PFS 与 OS 之间的差异)之间的关系,该方法正确消除了 PFS 和 OS 之间固有的依赖性,从而正确估计 PFS 是否以及在何种程度上可以作为 OS 的替代终点。对失效时间数据拟合威布尔参数模型,以确定更长的 PFS 是否显著且有意义地预测更长的 PPS。通过 Kaplan-Meier 非参数方法进行敏感性分析,对数秩检验比较了根据 PFS 分为三组的患者的 PPS 曲线。
在威布尔参数模型中,更长的 PFS 显著预测了更长的 PPS(P<0.001)。该模型还允许根据实际 PFS 时间预测估计的中位 PPS 持续时间。在 Kaplan-Meier(非参数)分析中,递增的 PFS 也与更长的 PPS 相关,且三个 PFS 组的 PPS 曲线有显著差异(P<0.0001)。
在接受舒尼替尼或 IFN-α 一线治疗的 mRCC 患者中,PFS 与 PPS 持续时间之间存在正相关关系。这些结果表明,在一线 mRCC 治疗中,PFS 可作为 OS 的替代终点,并为临床研究人员提供了一种基于 PFS 估计中位 PPS 的潜在有用方法。