Gene expression patterns for doxorubicin (Adriamycin) and cyclophosphamide (Cytoxan) (AC) response and resistance

被引:81
作者
Cleator, S
Tsimelzon, A
Ashworth, A
Dowsett, M
Dexter, T
Powles, T
Hilsenbeck, S
Wong, H
Osborne, CK
O'Connell, P
Chang, JC
机构
[1] Inst Canc Res, Breakthrough Breast Canc Res Ctr, London SW3 6JB, England
[2] Baylor Coll Med, Breast Ctr, Houston, TX 77030 USA
[3] Baylor Coll Med, Dept Med, Houston, TX 77030 USA
[4] Baylor Coll Med, Dept Mol & Cellular Biol, Houston, TX 77030 USA
[5] Methodist Hosp, Houston, TX 77030 USA
[6] Royal Marsden Hosp, London SW3 6JJ, England
[7] Virginia Commonwealth Univ, Med Ctr, Richmond, VA USA
关键词
AC chemotheraphy; breast cancer; gene expression patterns; non cross-resistant chemotherapy; predictive markers; Taxotere;
D O I
10.1007/s10549-005-9009-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Doxorubicin and cyclophosphamide (Adriamycin/cytoxan, AC) is a standard chemotherapy regimen for breast cancer, but de novo resistance is frequent. We hypothesized that gene expression profiles predictive of AC response may be different from our previously published patterns with docetaxel. Core biopsies from 40 patients were obtained before treatment with AC (6 cycles, 60/600 mg/m(2)q(3) weeks), and clinical responses recorded after treatment. Gene expression patterns were analyzed using Affymetrix U133A chips which comprise similar to 22,200 genes. Clinical complete responses (cCR) were observed in 22, partial responses in 7, stable disease in 11 patients. Differential expression between sensitive cCR and resistant tumors with a low false discovery rate (< 5%) was obtained. Of these 253 differentially expressed genes, pathways up-regulated in sensitive tumors included cell cycle (BUB3, CDKN1B), survival (BCL2, BAG1, BIRC1, STK39), stress response (CYP2B6, MAPK14), and estrogen-related pathways (ER, IRS1). Resistant tumors expressed gene promoting transcription (GTF3C1, ILF3), differentiation (ST14, CTNNBIP1), signal transduction (EIF1AX, EIF4EBP1), and amino acid metabolism (SRM, PLOD1, PLOD3). With leave-one-out cross validation, 67% of the samples were correctly classified, with a permutation p-value of 0.4. The previously published 92-gene molecular portrait for docetaxel sensitivity could not discriminate AC sensitivity and resistance. This preliminary study supports that molecular profiles for AC response are likely to exist, with unique expression patterns for individual chemotherapy regimens. Larger validation studies are necessary to define and refine patterns for different agents.
引用
收藏
页码:229 / 233
页数:5
相关论文
共 10 条
  • [1] Abe O, 1998, LANCET, V352, P930
  • [2] Gene expression profiles predict complete pathologic response to neoadjuvant paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide chemotherapy in breast cancer
    Ayers, M
    Symmans, WF
    Stec, J
    Damokosh, AI
    Clark, E
    Hess, K
    Lecocke, M
    Metivier, J
    Booser, D
    Ibrahim, N
    Valero, V
    Royce, M
    Arun, B
    Whitman, G
    Ross, J
    Sneige, N
    Hortobagyi, GN
    Pusztai, L
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2004, 22 (12) : 2284 - 2293
  • [3] Biologic markers as predictors of clinical outcome from systemic therapy for primary operable breast cancer
    Chang, J
    Powles, TJ
    Allred, DC
    Ashey, SE
    Clark, GM
    Makris, A
    Assersohn, L
    Gregory, RK
    Osborne, CK
    Dowsett, M
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 1999, 17 (10) : 3058 - 3063
  • [4] Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer
    Chang, JC
    Wooten, EC
    Tsimelzon, A
    Hilsenbeck, SG
    Gutierrez, MC
    Elledge, R
    Mohsin, S
    Osborne, CK
    Chamness, GC
    Allred, DC
    O'Connell, P
    [J]. LANCET, 2003, 362 (9381) : 362 - 369
  • [5] Clarke M, 1998, LANCET, V351, P1451
  • [6] Effect of preoperative chemotherapy on the outcome of women with operable breast cancer
    Fisher, B
    Bryant, J
    Wolmark, N
    Mamounas, E
    Brown, A
    Fisher, ER
    Wickerham, DL
    Begovic, M
    DeCillis, A
    Robidoux, A
    Margolese, RG
    Cruz, AB
    Hoehn, JL
    Lees, AW
    Dimitrov, NV
    Bear, HD
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 1998, 16 (08) : 2672 - 2685
  • [7] FISHER B, 1998, J CLIN ONCOL, V13, P537
  • [8] Mamounas E P, 1997, Oncology (Williston Park), V11, P37
  • [9] A paradigm for class prediction using gene expression profiles
    Radmacher, MD
    McShane, LM
    Simon, R
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2002, 9 (03) : 505 - 511
  • [10] Schadt EE, 2000, J CELL BIOCHEM, V80, P192