Rationally Designed Pharmacogenomic Treatment Using Concurrent Capecitabine and Radiotherapy for Glioblastoma; Gene Expression Profiles Associated with Outcome

被引:25
作者
Grunda, Jessica M.
Fiveash, John [2 ]
Palmer, Cheryl A. [3 ]
Cantor, Alan [4 ]
Fathallah-Shaykh, Hassan M. [5 ]
Nabors, L. Burt [5 ]
Johnson, Martin R. [1 ]
机构
[1] Univ Alabama Birmingham, Ctr Comprehens Canc, Dept Pharmacol & Toxicol, Div Clin Pharmacol, Birmingham, AL 35294 USA
[2] Univ Alabama Birmingham, Dept Radiat Oncol, Birmingham, AL 35294 USA
[3] Univ Alabama Birmingham, Div Neuropathol, Dept Pathol, Birmingham, AL 35294 USA
[4] Univ Alabama Birmingham, Dept Med, Div Prevent Med, Birmingham, AL 35294 USA
[5] Univ Alabama Birmingham, Div Neurooncol, Dept Neurol, Birmingham, AL 35294 USA
关键词
PHASE-II TRIAL; THYMIDINE-PHOSPHORYLASE; CANCER; 5-FLUOROURACIL; TEMOZOLOMIDE; MULTIFORME; IRRADIATION; CONCOMITANT; LEUCOVORIN; SURVIVAL;
D O I
10.1158/1078-0432.CCR-09-3151
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Previous preclinical studies suggested that concurrent capecitabine and radiation could be an effective new treatment modality for glioblastoma (GBM). In the current study, we investigate toxicity and response to this regimen and explore associations between gene expression and patient outcome. Experimental Design: Eighteen newly diagnosed GBM patients received concurrent capecitabine at 625 mg/m(2) BID (25% escalation) and irradiation (60 Gy total) for 6 weeks followed by 4 weeks of capecitabine only. Maintenance capecitabine was administered for 14 days every 3 weeks until progression or unacceptable toxicity. Expression analysis of 94 genes involved in capecitabine metabolism and radiation response was done on tissues obtained before therapy. The relationship of gene expression with time-to-progression (TTP) and overall survival (OS) was investigated using univariate Cox proportional hazards regression, semi-supervised principle component analysis, and class prediction modeling. Results: The maximum tolerated dose of capecitabine was 625 mg/m(2) BID. Median patient TTP and OS were 247 and 367 days, respectively. Cox regression identified 24 genes significantly (P < 0.025) associated with patient outcome. Semi-supervised principle component analysis identified two patient populations significantly different in both TTP (P = 0.005) and OS (P = 0.015). Class prediction modeling determined that eight genes (RAD54B, MTOR, DCTD, APEX2, TK1, RRM2, SLC29A1, and ERCC6) could collectively classify patients into outcome subgroups with 100% accuracy and precision. Conclusions: Capecitabine and concurrent radiation for newly diagnosed GBM seems to be well tolerated and comparable to temozolomide and radiation. A gene expression profile predictive of patient outcome that may be useful in patient stratification for therapy was also elucidated. Clin Cancer Res; 16(10); 2890-8. (C) 2010 AACR.
引用
收藏
页码:2890 / 2898
页数:9
相关论文
共 40 条
[1]   The role of thymidine phosphorylase,, an angiogenic enzyme, in tumor progression [J].
Akiyama, S ;
Furukawa, T ;
Sumizawa, T ;
Takebayashi, Y ;
Nakajima, Y ;
Shimaoka, S ;
Haraguchi, M .
CANCER SCIENCE, 2004, 95 (11) :851-857
[2]   Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling [J].
Alizadeh, AA ;
Eisen, MB ;
Davis, RE ;
Ma, C ;
Lossos, IS ;
Rosenwald, A ;
Boldrick, JG ;
Sabet, H ;
Tran, T ;
Yu, X ;
Powell, JI ;
Yang, LM ;
Marti, GE ;
Moore, T ;
Hudson, J ;
Lu, LS ;
Lewis, DB ;
Tibshirani, R ;
Sherlock, G ;
Chan, WC ;
Greiner, TC ;
Weisenburger, DD ;
Armitage, JO ;
Warnke, R ;
Levy, R ;
Wilson, W ;
Grever, MR ;
Byrd, JC ;
Botstein, D ;
Brown, PO ;
Staudt, LM .
NATURE, 2000, 403 (6769) :503-511
[3]   Bimonthly high-dose leucovorin, 5-fluorouracil infusion and oxaliplatin (FOLFOX3) for metastatic colorectal cancer resistant to the same leucovorin and 5-fluorouracil regimen [J].
André, T ;
Louvet, C ;
Raymond, E ;
Tournigand, C ;
de Gramont, A .
ANNALS OF ONCOLOGY, 1998, 9 (11) :1251-1253
[4]  
[Anonymous], 2009, CBTRUS STAT REP PRIM
[5]   Semi-supervised methods to predict patient survival from gene expression data [J].
Bair, E ;
Tibshirani, R .
PLOS BIOLOGY, 2004, 2 (04) :511-522
[6]   Housekeeping gene variability in normal and carcinomatous colorectal and liver tissues: Applications in pharmacogenomic gene expression studies [J].
Blanquicett, C ;
Johnson, MR ;
Heslin, M ;
Diasio, RB .
ANALYTICAL BIOCHEMISTRY, 2002, 303 (02) :209-214
[7]  
Blanquicett C, 2002, MOL CANCER THER, V1, P1139
[8]  
BOURKE RS, 1973, CANCER RES, V33, P1735
[9]   Multicenter phase II trial of temozolomide in patients with glioblastoma multiforme at first relapse [J].
Brada, M ;
Hoang-Xuan, K ;
Rampling, R ;
Dietrich, PY ;
Dirix, LY ;
Macdonald, D ;
Heimans, JJ ;
Zonnenberg, BA ;
Bravo-Marques, JM ;
Henriksson, R ;
Stupp, R ;
Yue, N ;
Bruner, J ;
Dugan, M ;
Rao, S ;
Zaknoen, S .
ANNALS OF ONCOLOGY, 2001, 12 (02) :259-266
[10]   A Network Model of a Cooperative Genetic Landscape in Brain Tumors [J].
Bredel, Markus ;
Scholtens, Denise M. ;
Harsh, Griffith R. ;
Bredel, Claudia ;
Chandler, James P. ;
Renfrow, Jaclyn J. ;
Yadav, Ajay K. ;
Vogel, Hannes ;
Scheck, Adrienne C. ;
Tibshirani, Robert ;
Sikic, Branimir I. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2009, 302 (03) :261-275