MicroRNA signature predicts survival and relapse in lung cancer

被引:728
作者
Yu, Sung-Liang [1 ,2 ,5 ]
Chen, Hsuan-Yu [1 ,6 ]
Chang, Gee-Chen [9 ,11 ]
Chen, Chih-Yi [7 ,10 ,12 ]
Chen, Huei-Wen [13 ]
Singh, Sher [14 ]
Cheng, Chiou-Ling [1 ]
Yu, Chong-Jen [4 ]
Lee, Yung-Chie [3 ]
Chen, Han-Shiang [15 ,16 ]
Su, Te-Jen [1 ,11 ]
Chiang, Ching-Cheng [1 ]
Li, Han-Ni [1 ]
Hong, Qi-Sheng [1 ]
Su, Hsin-Yuan [1 ]
Chen, Chun-Chieh [1 ]
Chen, Wan-Jiun [13 ]
Liu, Chun-Chi [11 ]
Chan, Wing-Kai [5 ]
Chen, Wei J. [1 ,6 ]
Li, Ker-Chau [7 ,17 ]
Chen, Jeremy J. W. [1 ,11 ]
Yang, Pan-Chyr [1 ,4 ,8 ]
机构
[1] Natl Taiwan Univ, Coll Med, NTU Ctr Genem Med, Taipei 100, Taiwan
[2] Natl Taiwan Univ, Coll Med, Dept Clin Lab Sci & Med Biotechnol, Taipei 100, Taiwan
[3] Natl Taiwan Univ Hosp, Dept Surg, Taipei 100, Taiwan
[4] Natl Taiwan Univ Hosp, Dept Internal Med, Taipei 100, Taiwan
[5] Natl Taiwan Univ Hosp, Dept Med Res, Taipei 100, Taiwan
[6] Natl Taiwan Univ, Coll Med, Grad Inst Epidemiol, Taipei 100, Taiwan
[7] Acad Sinica, Inst Stat Sci, Taipei 115, Taiwan
[8] Acad Sinica, Inst Biomed Sci, Taipei 115, Taiwan
[9] Taichung Vet Gen Hosp, Div Chest Med, Dept Internal Med, Taichung 407, Taiwan
[10] Taichung Vet Gen Hosp, Div Thorac Surg, Dept Surg, Taichung 407, Taiwan
[11] Natl Chung Hsing Univ, Inst Biomed Sci & Mol Biol, Taichung 402, Taiwan
[12] China Med Univ Hosp, Sch Med, Dept Surg, Div Thorac Surg, Taichung 404, Taiwan
[13] Natl Yang Ming Univ, Coll Med, Inst Pharmacol, Taipei 112, Taiwan
[14] Natl Taiwan Normal Univ, Dept Life Sci, Taipei 116, Taiwan
[15] Hualien Tzu Chi Med Ctr, Dept Colon & Rectal Surg, Hualien 970, Taiwan
[16] Hualien Tzu Chi Med Ctr, Dept Surg, Hualien 970, Taiwan
[17] Univ Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
基金
美国国家科学基金会;
关键词
D O I
10.1016/j.ccr.2007.12.008
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
We investigated whether microRNA expression profiles can predict clinical outcome of NSCLC patients. Using real-time RT-PCR, we obtained microRNA expressions in 112 NSCLC patients, which were divided into the training and testing sets. Using Cox regression and risk-score analysis, we identified a five-microRNA signature for the prediction of treatment outcome of NSCLC in the training set. This microRNA signature was validated by the testing set and an independent cohort. Patients with high-risk scores in their microRNA signatures had poor overall and disease-free survivals compared to the low-risk-score patients. This microRNA signature is an independent predictor of the cancer relapse and survival of NSCLC patients.
引用
收藏
页码:48 / 57
页数:10
相关论文
共 46 条
  • [1] Individualized care for patients with cancer - A work in progress
    Bast, RC
    Hortobagyi, GN
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2004, 351 (27) : 2865 - 2867
  • [2] Gene-expression profiles predict survival of patients with lung adenocarcinoma
    Beer, DG
    Kardia, SLR
    Huang, CC
    Giordano, TJ
    Levin, AM
    Misek, DE
    Lin, L
    Chen, GA
    Gharib, TG
    Thomas, DG
    Lizyness, ML
    Kuick, R
    Hayasaka, S
    Taylor, JMG
    Iannettoni, MD
    Orringer, MB
    Hanash, S
    [J]. NATURE MEDICINE, 2002, 8 (08) : 816 - 824
  • [3] MicroRNA expression patterns to differentiate pancreatic adenocarcinoma from normal pancreas and chronic pancreatitis
    Bloomston, Mark
    Frankel, Wendy L.
    Petrocca, Fabio
    Volinia, Stefano
    Alder, Hansjuerg
    Hagan, John P.
    Liu, Chang-Gong
    Bhatt, Darshna
    Taccioli, Cristian
    Croce, Carlo M.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2007, 297 (17): : 1901 - 1908
  • [4] A MicroRNA signature associated with prognosis and progression in chronic lymphocytic leukemia
    Calin, GA
    Ferracin, M
    Cimmino, A
    Di Leva, G
    Shimizu, M
    Wojcik, SE
    Iorio, MV
    Visone, R
    Sever, NI
    Fabbri, M
    Iuliano, R
    Palumbo, T
    Pichiorri, F
    Roldo, C
    Garzon, R
    Sevignani, C
    Rassenti, L
    Alder, H
    Volinia, S
    Liu, CG
    Kipps, TJ
    Negrini, M
    Croce, CM
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2005, 353 (17) : 1793 - 1801
  • [5] MicroRNA signatures in human cancers
    Calin, George A.
    Croce, Carlo M.
    [J]. NATURE REVIEWS CANCER, 2006, 6 (11) : 857 - 866
  • [6] MicroRNA-cancer connection: The beginning of a new tale
    Calin, George Adrian
    Croce, Carlo Maria
    [J]. CANCER RESEARCH, 2006, 66 (15) : 7390 - 7394
  • [7] A five-gene signature and clinical outcome in non-small-cell lung cancer
    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
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2007, 356 (01) : 11 - 20
  • [8] Chen JJW, 2001, CANCER RES, V61, P5223
  • [9] COX DR, 1972, J R STAT SOC B, V34, P187
  • [10] Implications of micro-RNA profiling for cancer diagnosis
    Cummins, J. M.
    Velculescu, V. E.
    [J]. ONCOGENE, 2006, 25 (46) : 6220 - 6227