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利用血红蛋白变化曲线下面积评估促红细胞生成剂的临床益处。

Assessing the clinical benefits of erythropoietic agents using area under the hemoglobin change curve.

作者信息

Duh Mei Sheng, Lefebvre Patrick, Fastenau John, Piech Catherine Tak, Waltzman Roger J

机构信息

Analysis Group, Inc., 111 Huntington Avenue, Tenth Floor, Boston, Massachusetts 02199, USA.

出版信息

Oncologist. 2005 Jun-Jul;10(6):438-48. doi: 10.1634/theoncologist.10-6-438.

Abstract

INTRODUCTION

In assessing erythropoietic agents for chemotherapy-induced anemia, traditional single time-point end points (e.g., hematopoietic response [HR]) fail to reflect clinical benefits over the entire therapy course. Area under the hemoglobin change curve (Hb AUC) is introduced as an alternative measure, and its reliability, clinical significance, and superiority are assessed.

METHODS

Using data from a phase IV open-label epoetin alfa (EPO) trial, we tested Hb AUC reliability by comparing its values derived from primary patient data with those derived from aggregated data. Clinical significance of the Hb AUC was investigated in three phase IV EPO trials by examining the linear relationship between Hb AUC quartiles and established clinical end points. The superiority of the Hb AUC over HR in its association with blood transfusion was tested through logistic regressions and area under the receiver operating characteristic (ROC) curve analysis.

RESULTS

The Hb AUC values derived from patient and aggregated data were similar. Strong and statistically significant linear trends of decreasing transfusion requirements, increasing quality-of-life improvements, and decreasing time to HR were found across Hb AUC quartiles. The Hb AUC rendered the HR variable insignificant when both were present in the same model. Area under the ROC curve analysis supported the superior performance of the Hb AUC.

CONCLUSIONS

We found that the Hb AUC is an objective, reliable, clinically meaningful, and comprehensive summary statistic that may be used to quantify clinical benefits for patients receiving erythropoietic agents. Further prospective validation of the Hb AUC metric is recommended.

摘要

引言

在评估促红细胞生成剂治疗化疗所致贫血时,传统的单次时间点终点指标(如造血反应[HR])无法反映整个治疗过程中的临床获益情况。血红蛋白变化曲线下面积(Hb AUC)作为一种替代指标被引入,并对其可靠性、临床意义及优越性进行评估。

方法

利用一项IV期开放性重组人促红细胞生成素(EPO)试验的数据,我们通过比较从患者原始数据得出的Hb AUC值与从汇总数据得出的Hb AUC值,来测试Hb AUC的可靠性。在三项IV期EPO试验中,通过检查Hb AUC四分位数与既定临床终点之间的线性关系,研究Hb AUC的临床意义。通过逻辑回归和受试者工作特征(ROC)曲线下面积分析,测试Hb AUC在与输血相关性方面优于HR的情况。

结果

从患者数据和汇总数据得出的Hb AUC值相似。在Hb AUC各四分位数中,发现输血需求降低、生活质量改善增加以及达到HR的时间缩短呈现出强烈且具有统计学意义的线性趋势。当Hb AUC和HR同时出现在同一模型中时,Hb AUC使HR变量变得不显著。ROC曲线下面积分析支持了Hb AUC的优越性能。

结论

我们发现Hb AUC是一个客观、可靠、具有临床意义且全面的汇总统计量,可用于量化接受促红细胞生成剂治疗患者的临床获益情况。建议对Hb AUC指标进行进一步的前瞻性验证。

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