Exploiting Gene Expression Profiling to Identify Novel Minimal Residual Disease Markers of Neuroblastoma

被引:65
作者
Cheung, Irene Y. [1 ]
Feng, Yi [1 ]
Gerald, William [2 ]
Cheung, Nai-Kong V. [1 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Pediat, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
关键词
D O I
10.1158/1078-0432.CCR-08-0541
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Purpose: Minimal residual disease (MRD) presents a significant hurdle to curing metastatic neuroblastoma. Biological therapies directed against MRD can improve outcome. Evaluating treatment efficacy requires MRD measurement, which serves as surrogate endpoint. Because of tumor heterogeneity, no single marker will likely be adequate. Genome-wide expression profiling can uncover potential MRD markers differentially expressed in tumors over normal marrow/blood. Experimental Design: Gene expression array was carried out on 48 stage 4 tumors and 9 remission marrows using the Affymetrix U95 gene chip. Thirty-four genes with a tumor-to-marrow expression ratio higher than tyrosine hydroxylase were identified. Quantitative reverse transcription-PCR was done on all 34 genes to study the dynamic range of tumor cell detection and the expression of these genes in normal marrow/blood samples and in stage 4 neuroblastoma tumors. Top ranking markers were then tested for prognostic significance in the marrows of stage 4 patients collected from the same treatment protocol after two cycles of immunotherapy. Results: Based on sensitivity assays, 8 top-ranking markers were identified: CCND1, CRMP1, DDC, GABRB3, ISL1, KIF1A, PHOX2B, and TACC2. They were abundantly expressed in stage IV neuroblastoma tumors (n = 20) and had low to no detection in normal marrow/blood samples (n = 20). Moreover, expression of CCND1, DDC, GABRB3, ISL1, KIF1A, and PHOX213 in 116 marrows sampled after two treatment cycles was highly prognostic of progression-free and overall survival (P < 0.001). Conclusions: Marker discovery based on differential gene expression profiling, stringent sensitivity and specificity assays, and well-annotated patient samples can rapidly prioritize and identify potential MRD markers of neuroblastoma.
引用
收藏
页码:7020 / 7027
页数:8
相关论文
共 18 条
[1]
Alaminos M, 2003, CANCER RES, V63, P4538
[2]
Molecular detection of dopamine decarboxylase expression by means of reverse transcriptase and polymerase chain reaction in bone marrow and peripheral blood -: Utility as a tumor marker for neuroblastoma [J].
Bozzi, F ;
Luksch, R ;
Collini, P ;
Gambirasio, F ;
Barzanò, E ;
Polastri, D ;
Podda, M ;
Brando, B ;
Fossati-Bellani, F .
DIAGNOSTIC MOLECULAR PATHOLOGY, 2004, 13 (03) :135-143
[3]
Circulating neuroblastoma cells detected by reverse transcriptase polymerase chain reaction for tyrosine hydroxylase mRNA are an independent poor prognostic indicator in stage 4 neuroblastoma in children over 1 year [J].
Burchill, SA ;
Lewis, IJ ;
Abrams, KR ;
Riley, R ;
Imeson, J ;
Pearson, ADJ ;
Pinkerton, R ;
Selby, P .
JOURNAL OF CLINICAL ONCOLOGY, 2001, 19 (06) :1795-1801
[4]
Novel markers of subclinical disease for Ewing family tumors from gene expression profiling [J].
Cheung, Irene Y. ;
Feng, Yi ;
Davis, Karen ;
Shukla, Neerav ;
Meyers, Paul ;
Ladanyi, Marc ;
Cheung, Nai-Kong V. .
CLINICAL CANCER RESEARCH, 2007, 13 (23) :6978-6983
[5]
Cyclin D1, a novel molecular marker of minimal residual disease, in metastatic neuroblastoma [J].
Cheung, Irene Y. ;
Feng, Yi ;
Vickers, Andrew ;
Gerald, William ;
Cheung, Nai-Kong V. .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2007, 9 (02) :237-241
[6]
Cheung IY, 1997, CLIN CANCER RES, V3, P821
[7]
Sialyltransferase STX (ST8SiaII): A novel molecular marker of metastatic neuroblastoma [J].
Cheung, IY ;
Vickers, A ;
Cheung, NKV .
INTERNATIONAL JOURNAL OF CANCER, 2006, 119 (01) :152-156
[8]
Cheung IY, 2001, CLIN CANCER RES, V7, P1698
[9]
Quantitation of GD2 synthase mRNA by real-time reverse transcriptase polymerase chain reaction: Clinical utility in evaluating adjuvant therapy in neuroblastoma [J].
Cheung, IY ;
Lo Piccolo, MS ;
Kushner, BH ;
Kramer, K ;
Cheung, NKV .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (06) :1087-1093
[10]
Early molecular response of marrow disease to biologic therapy is highly prognostic in neuroblastoma [J].
Cheung, IY ;
Lo Piccolo, MS ;
Kushner, BH ;
Cheung, NKV .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (20) :3853-3858