Prognostic Model for Predicting Survival of Patients With Metastatic Urothelial Cancer Treated With Cisplatin-Based Chemotherapy

被引:79
作者
Apolo, Andrea B. [1 ,3 ]
Ostrovnaya, Irina [2 ]
Halabi, Susan [4 ,5 ]
Iasonos, Alexia [2 ]
Philips, George K. [6 ]
Rosenberg, Jonathan E. [1 ,3 ]
Riches, Jamie [1 ,3 ]
Small, Eric J. [7 ]
Milowsky, Matthew I. [1 ,3 ]
Bajorin, Dean F. [1 ,3 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Genitourinary Oncol Serv, Dept Med, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USA
[3] Weill Cornell Med Coll, Dept Med, New York, NY USA
[4] Duke Univ, Med Ctr, Dept Biostat, Durham, NC USA
[5] Duke Univ, Med Ctr, Bioinformat & Alliance Stat Ctr, Durham, NC USA
[6] Georgetown Univ, Med Ctr, Lombardi Comprehens Canc Ctr, Washington, DC 20007 USA
[7] Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
来源
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE | 2013年 / 105卷 / 07期
基金
美国国家卫生研究院;
关键词
TRANSITIONAL-CELL-CARCINOMA; LONG-TERM-SURVIVAL; PHASE-II TRIAL; ENDOTHELIAL GROWTH-FACTOR; GEMCITABINE PLUS CISPLATIN; COLONY-STIMULATING FACTOR; RANDOMIZED-TRIAL; BLADDER-CANCER; TRACT CARCINOMA; METHOTREXATE;
D O I
10.1093/jnci/djt015
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
A prognostic model that predicts overall survival (OS) for metastatic urothelial cancer (MetUC) patients treated with cisplatin-based chemotherapy was developed, validated, and compared with a commonly used Memorial Sloan-Kettering Cancer Center (MSKCC) risk-score model. Data from 7 protocols that enrolled 308 patients with MetUC were pooled. An external multi-institutional dataset was used to validate the model. The primary measurement of predictive discrimination was Harrell's c-index, computed with 95% confidence interval (CI). The final model included four pretreatment variables to predict OS: visceral metastases, albumin, performance status, and hemoglobin. The Harrell's c-index was 0.67 for the four-variable model and 0.64 for the MSKCC risk-score model, with a prediction improvement for OS (the U statistic and its standard deviation were used to calculate the two-sided P = .002). In the validation cohort, the c-indices for the four-variable and the MSKCC risk-score models were 0.63 (95% CI = 0.56 to 0.69) and 0.58 (95% CI = 0.52 to 0.65), respectively, with superiority of the four-variable model compared with the MSKCC risk-score model for OS (the U statistic and its standard deviation were used to calculate the two-sided P = .02).
引用
收藏
页码:499 / 503
页数:5
相关论文
共 41 条
[1]   Somatic mutation of fibroblast growth factor receptor-3 (FGFR3) defines a distinct morphological subtype of high-grade urothelial carcinoma [J].
Al-Ahmadie, Hikmat A. ;
Iyer, Gopa ;
Janakiraman, Manickam ;
Lin, Oscar ;
Heguy, Adriana ;
Tickoo, Satish K. ;
Fine, Samson W. ;
Gopalan, Anuradha ;
Chen, Ying-bei ;
Balar, Arjun ;
Riches, Jamie ;
Bochner, Bernard ;
Dalbagni, Guido ;
Bajorin, Dean F. ;
Reuter, Victor E. ;
Milowsky, Matthew I. ;
Solit, David B. .
JOURNAL OF PATHOLOGY, 2011, 224 (02) :270-279
[2]   Long-term survival in metastatic transitional-cell carcinoma and prognostic factors predicting outcome of therapy [J].
Bajorin, DF ;
Dodd, PM ;
Mazumdar, M ;
Fazzari, M ;
McCaffrey, JA ;
Scher, HI ;
Herr, H ;
Higgins, G ;
Boyle, MG .
JOURNAL OF CLINICAL ONCOLOGY, 1999, 17 (10) :3173-3181
[3]   Treatment of patients with transitional-cell carcinoma of the urothelial tract with ifosfamide, paclitaxel, and cisplatin: A phase II trial [J].
Bajorin, DF ;
McCaffrey, JA ;
Hilton, S ;
Mazumdar, M ;
Kelly, WK ;
Scher, HI ;
Spicer, J ;
Herr, H ;
Higgins, G .
JOURNAL OF CLINICAL ONCOLOGY, 1998, 16 (08) :2722-2727
[4]   Gene expression of ERCC1 as a novel prognostic marker in advanced bladder cancer patients receiving cisplatin-based chemotherapy [J].
Bellmunt, J. ;
Paz-Ares, L. ;
Cuello, M. ;
Cecere, F. L. ;
Albiol, S. ;
Guillem, V. ;
Gallardo, E. ;
Carles, J. ;
Mendez, P. ;
de la Cruz, J. J. ;
Taron, M. ;
Rosell, R. ;
Baselga, J. .
ANNALS OF ONCOLOGY, 2007, 18 (03) :522-528
[5]  
Bellmunt J, 2007, J CLIN ONCOL, V25, DOI 10.1200/JCO.2006.07.0888
[6]   Pretreatment prognostic factors for survival in patients with advanced urothelial tumors treated in a phase I/II trial with paclitaxel, cisplatin, and gemcitabine [J].
Bellmunt, J ;
Albanell, J ;
Paz-Ares, L ;
Climent, MA ;
González-Larriba, JL ;
Carles, J ;
de la Cruz, JJ ;
Guillem, V ;
Díaz-Rubio, E ;
Cortés-Funes, H ;
Baselga, J .
CANCER, 2002, 95 (04) :751-757
[7]   Prognostic Factors in Patients With Advanced Transitional Cell Carcinoma of the Urothelial Tract Experiencing Treatment Failure With Platinum-Containing Regimens [J].
Bellmunt, Joaquim ;
Choueiri, Toni K. ;
Fougeray, Ronan ;
Schutz, Fabio A. B. ;
Salhi, Yacine ;
Winquist, Eric ;
Culine, Stephane ;
von der Maase, Hans ;
Vaughn, David J. ;
Rosenberg, Jonathan E. .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (11) :1850-1855
[8]   Serum levels of vascular endothelial growth factor as a prognostic factor in bladder cancer [J].
Bernardini, S ;
Fauconnet, S ;
Chabannes, E ;
Henry, PC ;
Adessi, G ;
Bittard, H .
JOURNAL OF UROLOGY, 2001, 166 (04) :1275-1279
[9]   Urinary vascular endothelial growth factor and its correlation with bladder cancer recurrence rates - Reply [J].
Crew, JP ;
O'Brien, T ;
Bicknell, R ;
Fuggle, S ;
Cranston, D ;
Harris, AL .
JOURNAL OF UROLOGY, 1999, 161 (03) :804-804
[10]   Randomized Phase II/III Trial Assessing Gemcitabine/Carboplatin and Methotrexate/Carboplatin/Vinblastine in Patients With Advanced Urothelial Cancer Who Are Unfit for Cisplatin-Based Chemotherapy: EORTC Study 30986 [J].
De Santis, Maria ;
Bellmunt, Joaquim ;
Mead, Graham ;
Kerst, J. Martijn ;
Leahy, Michael ;
Maroto, Pablo ;
Gil, Thierry ;
Marreaud, Sandrine ;
Daugaard, Gedske ;
Skoneczna, Iwona ;
Collette, Sandra ;
Lorent, Julie ;
de Wit, Ronald ;
Sylvester, Richard .
JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (02) :191-199