Integrative approach for differentially overexpressed genes in gastric cancer by combining large-scale gene expression profiling and network analysis

被引:82
作者
Takeno, A. [1 ]
Takemasa, I. [1 ]
Doki, Y. [1 ]
Yamasaki, M. [1 ]
Miyata, H. [1 ]
Takiguchi, S. [1 ]
Fujiwara, Y. [1 ]
Matsubara, K. [2 ]
Monden, M. [1 ]
机构
[1] Osaka Univ, Dept Surg, Grad Sch Med, Suita, Osaka 5650871, Japan
[2] DNA Chip Res Inc, Kanagawa 2300045, Japan
关键词
gastric cancer; gene expression profiling; network mapping; focus genes; common gene activation; integrative approach;
D O I
10.1038/sj.bjc.6604682
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gene expression profiling is a valuable tool for identifying differentially expressed genes in studies of disease subtype and patient outcome for various cancers. However, it remains difficult to assign biological significance to the vast number of genes. There is an increasing awareness of gene expression profile as an important part of the contextual molecular network at play in complex biological processes such as cancer initiation and progression. This study analysed the transcriptional profiles commonly activated at different stages of gastric cancers using an integrated approach combining gene expression profiling of 222 human tissues and gene regulatory dynamic mapping. We focused on an inferred core network with CDKN1A (p21(WAF1/CIP1)) as the hub, and extracted seven candidates for gastric carcinogenesis (MMP7, SPARC, SOD2, INHBA, IGFBP7, NEK6, LUM). They were classified into two groups based on the correlation between expression level and stage. The seven genes were commonly activated and their expression levels tended to increase as disease progressed. NEK6 and INHBA are particularly promising candidate genes overexpressed at the protein level, as confirmed by immunohistochemistry and western blotting. This integrated approach could help to identify candidate players in gastric carcinogenesis and progression. These genes are potential markers of gastric cancer regardless of stage.
引用
收藏
页码:1307 / 1315
页数:9
相关论文
共 45 条
[1]   High-density oligonucleotide microarrays and functional network analysis reveal extended lung carcinogenesis pathway maps and multiple interacting genes in NNK [4-(methylnitrosamino)-1-(3-pyridyle)-1-butanone] induced CD1 mouse lung tumor [J].
Abdel-Aziz, Hekmat Osman ;
Takasaki, Ichiro ;
Tabuchi, Yoshiaki ;
Nomoto, Kazuhiro ;
Murai, Yoshihiro ;
Tsuneyama, Koichi ;
Takano, Yasuo .
JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2007, 133 (02) :107-115
[2]   A mitotic cascade of NIMA family kinases - Nercc1/Nek9 activates the Nek6 and Nek7 kinases [J].
Belham, C ;
Roig, J ;
Caldwell, JA ;
Aoyama, Y ;
Kemp, BE ;
Comb, M ;
Avruch, J .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2003, 278 (37) :34897-34909
[3]  
Boussioutas A, 2003, CANCER RES, V63, P2569
[4]   Functional network analysis reveals extended gliomagenesis pathway maps and three novel MYC-interacting genes in human gliomas [J].
Bredel, M ;
Bredel, C ;
Juric, D ;
Harsh, GR ;
Vogel, H ;
Recht, LD ;
Sikic, BI .
CANCER RESEARCH, 2005, 65 (19) :8679-8689
[5]   Frequent alterations in the expression of serine/threonine kinases in human cancers [J].
Capra, Maria ;
Nuciforo, Paolo Giovanni ;
Confalonieri, Stefano ;
Quarto, Micaela ;
Bianchi, Marco ;
Nebuloni, Manuela ;
Boldorini, Renzo ;
Pallotti, Francesco ;
Viale, Giuseppe ;
Gishizky, Mikhail L. ;
Draetta, Giulio F. ;
Di Fiore, Pier Paolo .
CANCER RESEARCH, 2006, 66 (16) :8147-8154
[6]   Discordant protein and mRNA expression in lung adenocarcinomas [J].
Chen, GA ;
Gharib, TG ;
Huang, CC ;
Taylor, JMG ;
Misek, DE ;
Kardia, SLR ;
Giordano, TJ ;
Iannettoni, MD ;
Orringer, MB ;
Hanash, SM ;
Beer, DG .
MOLECULAR & CELLULAR PROTEOMICS, 2002, 1 (04) :304-313
[7]   Interaction of Pin1 with Nek6 and characterization of their expression correlation in Chinese hepatocellular carcinoma patients [J].
Chen, J ;
Li, L ;
Zhang, YY ;
Yang, HR ;
Wei, YH ;
Zhang, L ;
Liu, XH ;
Yu, L .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2006, 341 (04) :1059-1065
[8]  
CZERNIAK B, 1989, CANCER, V64, P1467, DOI 10.1002/1097-0142(19891001)64:7<1467::AID-CNCR2820640718>3.0.CO
[9]  
2-N
[10]   Gastric adenocarcinoma - Review and considerations for future directions [J].
Dicken, BJ ;
Bigam, DL ;
Cass, C ;
Mackey, JR ;
Joy, AA ;
Hamilton, SM .
ANNALS OF SURGERY, 2005, 241 (01) :27-39