An expression profile for diagnosis of lymph node metastases from primary head and neck squamous cell carcinomas

被引:313
作者
Roepman, P
Wessels, LFA
Kettelarij, N
Kemmeren, P
Miles, AJ
Lijnzaad, P
Tilanus, MGJ
Koole, R
Hordijk, GJ
van der Vliet, PC
Reinders, MJT
Slootweg, PJ
Holstege, FCP
机构
[1] Univ Med Ctr Utrecht, Dept Physiol Chem, NL-3584 CG Utrecht, Netherlands
[2] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, NL-2628 CD Delft, Netherlands
[3] Netherlands Canc Inst, Dept Pathol, NL-1066 CX Amsterdam, Netherlands
[4] Univ Med Ctr utrecht, Dept Pathol, NL-3584 CX Utrecht, Netherlands
[5] Univ Med Ctr utrecht, Dept Oral & Maxillofacial Surg, NL-3584 CX Utrecht, Netherlands
[6] Univ Med Ctr utrecht, Dept Otorhinolaryngol, NL-3584 CX Utrecht, Netherlands
关键词
D O I
10.1038/ng1502
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Metastasis is the process by which cancers spread to distinct sites in the body. It is the principal cause of death in individuals suffering from cancer. For some types of cancer, early detection of metastasis at lymph nodes close to the site of the primary tumor is pivotal for appropriate treatment. Because it can be difficult to detect lymph node metastases reliably, many individuals currently receive inappropriate treatment. We show here that DNA microarray gene-expression profiling can detect lymph node metastases for primary head and neck squamous cell carcinomas that arise in the oral cavity and oropharynx. The predictor, established with an 82-tumor training set, outperforms current clinical diagnosis when independently validated. The 102 predictor genes offer unique insights into the processes underlying metastasis. The results show that the metastatic state can be deciphered from the primary tumor gene-expression pattern and that treatment can be substantially improved.
引用
收藏
页码:182 / 186
页数:5
相关论文
共 31 条
[1]   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
[2]   Dissemination and growth of cancer cells in metastatic sites [J].
Chambers, AF ;
Groom, AC ;
MacDonald, IC .
NATURE REVIEWS CANCER, 2002, 2 (08) :563-572
[3]   Molecular classification of head and neck squamous cell carcinomas using patterns of gene expression [J].
Chung, CH ;
Parker, JS ;
Karaca, G ;
Wu, JY ;
Funkhouser, WK ;
Moore', D ;
Butterfoss, D ;
Xiang, D ;
Zonation, A ;
Yin, XY ;
Shockley, WW ;
Weissler, MC ;
Dressler, LG ;
Shores, CG ;
Yarbrough, WG ;
Perou, CM .
CANCER CELL, 2004, 5 (05) :489-500
[4]   Genomic analysis of metastasis reveals an essential role for RhoC [J].
Clark, EA ;
Golub, TR ;
Lander, ES ;
Hynes, RO .
NATURE, 2000, 406 (6795) :532-535
[5]   Timeline - The pathogenesis of cancer metastasis: the 'seed and soil' hypothesis revisited [J].
Fidler, IJ .
NATURE REVIEWS CANCER, 2003, 3 (06) :453-458
[6]   Medical progress - Head and neck cancer [J].
Forastiere, A ;
Koch, W ;
Trotti, A ;
Sidransky, D .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 345 (26) :1890-1900
[7]  
Freier K, 2003, CANCER RES, V63, P1179
[8]   Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring [J].
Golub, TR ;
Slonim, DK ;
Tamayo, P ;
Huard, C ;
Gaasenbeek, M ;
Mesirov, JP ;
Coller, H ;
Loh, ML ;
Downing, JR ;
Caligiuri, MA ;
Bloomfield, CD ;
Lander, ES .
SCIENCE, 1999, 286 (5439) :531-537
[9]   THE PROGNOSTIC-SIGNIFICANCE OF LYMPH-NODE INVOLVEMENT IN PYRIFORM SINUS AND SUPRAGLOTTIC CANCERS [J].
HAHN, SS ;
SPAULDING, CA ;
KIM, JA ;
CONSTABLE, WC .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1987, 13 (08) :1143-1147
[10]   Guidelines - Expression profiling - best practices for data generation and interpretation in clinical trials [J].
Hoffman, EP ;
Awad, T ;
Palma, J ;
Webster, T ;
Hubbell, E ;
Warrington, JA ;
Spirais, A ;
Wright, G ;
Buckley, J ;
Triche, T ;
Davis, R ;
Tibshirani, R ;
Xiao, WH ;
Jones, W ;
Tompkins, R ;
West, M .
NATURE REVIEWS GENETICS, 2004, 5 (03) :229-237