Comparative and integrative functional genomics of HCC

被引:94
作者
Lee, J-S [1 ]
Thorgeirsson, S. S. [1 ]
机构
[1] NCI, Lab Expt Carcinogenesis, Ctr Canc Res, NIH, Bethesda, MD 20892 USA
关键词
DNA microarray; gene expression profile; hepatocellular carcinoma (HCC); comparative functional genomics; integrative functional genomics;
D O I
10.1038/sj.onc.1209561
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Global gene expression pro. ling of hepatocellular carcinoma (HCC) is a promising new technology that has already refined the diagnosis and prognostic predictions of HCC patients. This has been accomplished by identifying genes whose expression pattern is associated with clinicopathological features of HCC tumors. Molecular characterization of HCC from gene expression pro. ling studies will undoubtedly improve the prediction of treatment responses, selection of treatments for specific molecular subtypes of HCC and ultimately the clinical outcome of HCC patients. The research focus is now shifting toward the identification of genetic determinants that are components of the specific regulatory pathways altered in cancers, and that may constitute novel therapeutic targets. Here we review the recent advances in gene expression pro. ling of HCC and discuss the future strategies for analysing large and complicated data sets from microarray studies and how to integrate these with diverse genomic data.
引用
收藏
页码:3801 / 3809
页数:9
相关论文
共 72 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]   Gene-expression profiles predict survival of patients with lung adenocarcinoma [J].
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 .
NATURE MEDICINE, 2002, 8 (08) :816-824
[3]   Molecular classification of cutaneous malignant melanoma by gene expression profiling [J].
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 .
NATURE, 2000, 406 (6795) :536-540
[4]   Focus on hepatocellular carcinoma [J].
Bruix, J ;
Boix, L ;
Sala, M ;
Llovet, JM .
CANCER CELL, 2004, 5 (03) :215-219
[5]   Use of gene-expression profiling to identify prognostic subclasses in adult acute myeloid leukemia [J].
Bullinger, L ;
Döhner, K ;
Bair, E ;
Fröhling, S ;
Schlenk, RF ;
Tibshirani, R ;
Döhner, H ;
Pollack, JR .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (16) :1605-1616
[6]   PROGNOSTIC FACTORS OF HEPATOCELLULAR-CARCINOMA IN THE WEST - A MULTIVARIATE-ANALYSIS IN 206 PATIENTS [J].
CALVET, X ;
BRUIX, J ;
GINES, P ;
BRU, C ;
SOLE, M ;
VILANA, R ;
RODES, J .
HEPATOLOGY, 1990, 12 (04) :753-760
[7]   Disruption of β-catenin pathway or genomic instability define two distinct categories of liver cancer in transgenic mice [J].
Calvisi, DF ;
Factor, VM ;
Ladu, S ;
Conner, EA ;
Thorgeirsson, SS .
GASTROENTEROLOGY, 2004, 126 (05) :1374-1386
[8]  
Calvisi DF, 2001, CANCER RES, V61, P2085
[9]   Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival [J].
Chang, HY ;
Nuyten, DSA ;
Sneddon, JB ;
Hastie, T ;
Tibshirani, R ;
Sorlie, T ;
Dai, HY ;
He, YDD ;
van't Veer, LJ ;
Bartelink, H ;
van de Rijn, M ;
Brown, PO ;
van de Vijver, MJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (10) :3738-3743
[10]   Gene expression signature of fibroblast serum response predicts human cancer progression: Similarities between tumors and wounds [J].
Chang, HY ;
Sneddon, JB ;
Alizadeh, AA ;
Sood, R ;
West, RB ;
Montgomery, K ;
Chi, JT ;
van de Rijn, M ;
Botstein, D ;
Brown, PO .
PLOS BIOLOGY, 2004, 2 (02) :206-214