Medical Oncology Branch, National Cancer Institute, NIH, Bethesda, Maryland 20892, USA.
Clin Cancer Res. 2012 Apr 15;18(8):2374-81. doi: 10.1158/1078-0432.CCR-11-2275. Epub 2012 Feb 17.
We applied a method that analyzes tumor response, quantifying the rates of tumor growth (g) and regression (d), using tumor measurements obtained while patients receive therapy. We used data from the phase III trial comparing sunitinib and IFN-α in metastatic renal cell carcinoma (mRCC) patients.
The analysis used an equation that extracts d and g.
For sunitinib, overall survival (OS) was strongly correlated with log g (Rsq = 0.44, P < 0.0001); much less with log d (Rsq = 0.04; P = 0.0002). The median g of tumors in these patients (0.00082 per days; log g = -3.09) was about half that (P < 0.001) of tumors in patients receiving IFN-α (0.0015 per day; log g = -2.81). With IFN-α, the OS/log g correlation (Rsq = 0.14) was weaker. Values of g from measurements obtained by study investigators or central review were highly correlated (Rsq = 0.80). No advantage resulted in including data from central review in regressions. Furthermore, g can be estimated accurately four months before treatment discontinuation. Extrapolating g in a model that incorporates survival generates the hypothesis that g increased after discontinuation of sunitinib but did not accelerate.
In patients with mRCC, sunitinib reduced tumor growth rate, g, more than did IFN-α. Correlating g with OS confirms earlier analyses suggesting g may be an important clinical trial endpoint, to be explored prospectively and in individual patients.
我们应用了一种方法,通过分析肿瘤的反应,量化肿瘤生长(g)和消退(d)的速率,利用患者接受治疗时获得的肿瘤测量值。我们使用了比较舒尼替尼和 IFN-α治疗转移性肾细胞癌(mRCC)患者的 III 期试验的数据。
该分析使用了一个提取 d 和 g 的方程。
对于舒尼替尼,总生存期(OS)与 log g 呈强相关性(Rsq = 0.44,P < 0.0001);与 log d 的相关性较弱(Rsq = 0.04;P = 0.0002)。这些患者肿瘤的 g 中位数(每天 0.00082;log g = -3.09)约为接受 IFN-α治疗的患者肿瘤的一半(P < 0.001)(每天 0.0015;log g = -2.81)。对于 IFN-α,OS/log g 相关性(Rsq = 0.14)较弱。研究人员或中心评估获得的测量值的 g 值高度相关(Rsq = 0.80)。在回归中包含来自中心评估的数据没有带来优势。此外,g 可以在治疗停止前四个月准确估计。在纳入生存模型的 g 估计中,产生了 g 在停止舒尼替尼后增加但没有加速的假设。
在 mRCC 患者中,舒尼替尼比 IFN-α更能降低肿瘤生长率 g。将 g 与 OS 相关联证实了早期分析的假设,即 g 可能是一个重要的临床试验终点,需要前瞻性探索和在个体患者中探索。