Gene expression profiling in uveal melanoma reveals two molecular classes and predicts metastatic death

被引:521
作者
Onken, MD [1 ]
Worley, LA [1 ]
Ehlers, JP [1 ]
Harbour, JW [1 ]
机构
[1] Washington Univ, Sch Med, Dept Ophthalmol & Visual Sci, St Louis, MO 63110 USA
关键词
D O I
10.1158/0008-5472.CAN-04-1750
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Melanomas are notoriously difficult to classify because of a lack of discrete clinical and pathological stages. Here, we show that primary uveal melanomas surprisingly cluster into two distinct molecular classes based on gene expression profile. Genes that discriminate class 1 (low-grade) from class 2 (high-grade) include highly significant clusters of down-regulated genes on chromosome 3 and up-regulated genes on chromosome 8q, which is consistent with previous cytogenetic studies. A three-gene signature allows biopsy-size tumor samples to be assigned accurately to tumor classes using either array or PCR platforms. Most importantly, this molecular classification strongly predicts metastatic death and outperforms other clinical and pathological prognostic indicators. These studies offer new insights into melanoma pathogenesis, and they provide a practical foundation for effective clinical predictive testing.
引用
收藏
页码:7205 / 7209
页数:5
相关论文
共 21 条
  • [1] Aalto Y, 2001, INVEST OPHTH VIS SCI, V42, P313
  • [2] AUGSBURGER JJ, 1990, CANCER, V66, P1596, DOI 10.1002/1097-0142(19901001)66:7<1596::AID-CNCR2820660726>3.0.CO
  • [3] 2-6
  • [4] Molecular classification of cutaneous malignant melanoma by gene expression profiling
    Bittner, M
    Meitzer, P
    Chen, Y
    Jiang, Y
    Seftor, E
    Hendrix, M
    Radmacher, M
    Simon, R
    Yakhini, Z
    Ben-Dor, A
    Sampas, N
    Dougherty, E
    Wang, E
    Marincola, F
    Gooden, C
    Lueders, J
    Glatfelter, A
    Pollock, P
    Carpten, J
    Gillanders, E
    Leja, D
    Dietrich, K
    Beaudry, C
    Berens, M
    Alberts, D
    Sondak, V
    Hayward, N
    Trent, J
    [J]. NATURE, 2000, 406 (6795) : 536 - 540
  • [5] Deregulation of the Rb and p53 pathways in uveal melanoma
    Brantley, MA
    Harbour, JW
    [J]. AMERICAN JOURNAL OF PATHOLOGY, 2000, 157 (06) : 1795 - 1801
  • [6] Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    Golub, TR
    Slonim, DK
    Tamayo, P
    Huard, C
    Gaasenbeek, M
    Mesirov, JP
    Coller, H
    Loh, ML
    Downing, JR
    Caligiuri, MA
    Bloomfield, CD
    Lander, ES
    [J]. SCIENCE, 1999, 286 (5439) : 531 - 537
  • [7] Transducible peptide therapy for uveal melanoma and retinoblastoma
    Harbour, JW
    Worley, L
    Ma, DD
    Cohen, M
    [J]. ARCHIVES OF OPHTHALMOLOGY, 2002, 120 (10) : 1341 - 1346
  • [8] Strong feature sets from small samples
    Kim, S
    Dougherty, ER
    Barrera, J
    Chen, YD
    Bittner, ML
    Trent, JM
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2002, 9 (01) : 127 - 146
  • [9] Model-based analysis of oligonucleotide arrays: Expression index computation and outlier detection
    Li, C
    Wong, WH
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (01) : 31 - 36
  • [10] Molecular genetics of uveal melanoma
    Loercher, AE
    Harbour, JW
    [J]. CURRENT EYE RESEARCH, 2003, 27 (02) : 69 - 74