A five-gene signature and clinical outcome in non-small-cell lung cancer

被引:728
作者
Chen, Hsuan-Yu
Yu, Sung-Liang
Chen, Chun-Houh
Chang, Gee-Chen
Chen, Chih-Yi
Yuan, Ang
Cheng, Chiou-Ling
Wang, Chien-Hsun
Terng, Harn-Jing
Kao, Shu-Fang
Chan, Wing-Kai
Li, Han-Ni
Liu, Chun-Chi
Singh, Sher
Chen, Wei J.
Chen, Jeremy J. W.
Yang, Pan-Chyr
机构
[1] Natl Taiwan Univ Hosp, Dept Internal Med, Taipei 100, Taiwan
[2] Natl Taiwan Univ, Coll Publ Hlth, Taipei 10764, Taiwan
[3] Natl Taiwan Univ, Coll Med, Taipei 10764, Taiwan
[4] Acad Sinica, Taipei 115, Taiwan
[5] Advpharma, Taipei, Taiwan
[6] Taichung Vet Gen Hosp, Taichung, Taiwan
[7] Natl Chung Hsing Univ, Taichung 40227, Taiwan
关键词
D O I
10.1056/NEJMoa060096
中图分类号
R5 [内科学];
学科分类号
1002 [临床医学]; 100201 [内科学];
摘要
BACKGROUND: Current staging methods are inadequate for predicting the outcome of treatment of non-small-cell lung cancer (NSCLC). We developed a five-gene signature that is closely associated with survival of patients with NSCLC. METHODS: We used computer-generated random numbers to assign 185 frozen specimens for microarray analysis, real-time reverse-transcriptase polymerase chain reaction (RT-PCR) analysis, or both. We studied gene expression in frozen specimens of lung-cancer tissue from 125 randomly selected patients who had undergone surgical resection of NSCLC and evaluated the association between the level of expression and survival. We used risk scores and decision-tree analysis to develop a gene-expression model for the prediction of the outcome of treatment of NSCLC. For validation, we used randomly assigned specimens from 60 other patients. RESULTS: Sixteen genes that correlated with survival among patients with NSCLC were identified by analyzing microarray data and risk scores. We selected five genes (DUSP6, MMD, STAT1, ERBB3, and LCK) for RT-PCR and decision-tree analysis. The five-gene signature was an independent predictor of relapse-free and overall survival. We validated the model with data from an independent cohort of 60 patients with NSCLC and with a set of published microarray data from 86 patients with NSCLC. CONCLUSIONS: Our five-gene signature is closely associated with relapse-free and overall survival among patients with NSCLC.
引用
收藏
页码:11 / 20
页数:10
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