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

被引:17
作者
Duh, MS
Lefebvre, P
Fastenau, J
Piech, CT
Waltzman, RJ
机构
[1] Grp Anal Ltee, Montreal, PQ, Canada
[2] Ortho Biotech Clin Affairs LLC, Bridgewater, NJ USA
[3] St Vincents Comprehens Canc Ctr, New York, NY USA
关键词
anemia; area under the curve; erythropoietin; chemotherapy-induced anemia;
D O I
10.1634/theoncologist.10-6-438
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
引用
收藏
页码:438 / 448
页数:11
相关论文
共 57 条
[1]  
Abdel-Razeq HN, 2004, SAUDI MED J, V25, P15
[2]  
Canal P, 1998, Pathol Oncol Res, V4, P171
[3]   Once-weekly epoetin beta is highly effective in treating anaemic patients with lymphoproliferative malignancy and defective endogenous erythropoietin production [J].
Cazzola, M ;
Beguin, Y ;
Kloczko, J ;
Spicka, I ;
Coiffier, B .
BRITISH JOURNAL OF HAEMATOLOGY, 2003, 122 (03) :386-393
[4]   Epoetin alfa treatment results in clinically significant improvements in quality of life in anemic cancer patients when referenced to the general population [J].
Cella, D ;
Zagari, MJ ;
Vandoros, C ;
Gagnon, DD ;
Hurtz, HJ ;
Nortier, JWR .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (02) :366-373
[5]   Physical symptom profiles of depressed and nondepressed patients with cancer [J].
Chen, ML ;
Chang, HK .
PALLIATIVE MEDICINE, 2004, 18 (08) :712-718
[6]   Pharmacokinetics and pharmacodynamics of epoetin alfa once weekly and three times weekly [J].
Cheung, W ;
Minton, N ;
Gunawardena, K .
EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY, 2001, 57 (05) :411-418
[7]  
Choueiri Toni K, 2003, Expert Rev Anticancer Ther, V3, P823, DOI 10.1586/14737140.3.6.823
[8]   A study of the comparative efficacy of three common analgesics in the control of pain after third molar surgery under local anaesthesia [J].
Comfort, MB ;
Tse, ASK ;
Tsang, ACC ;
McGrath, C .
AUSTRALIAN DENTAL JOURNAL, 2002, 47 (04) :327-330
[9]   Cast effectiveness, quality-adjusted life-years and supportive care - Recombinant human erythropoietin as a treatment of cancer-associated anaemia [J].
Cremieux, PY ;
Finkelstein, SN ;
Berndt, ER ;
Crawford, J ;
Slavin, MB .
PHARMACOECONOMICS, 1999, 16 (05) :459-472
[10]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845