Integrated MicroRNA Network Analyses Identify a Poor-Prognosis Subtype of Gastric Cancer Characterized by the miR-200 Family

被引:88
作者
Song, Fengju [1 ]
Yang, Da [6 ]
Liu, Ben [1 ]
Guo, Yan [1 ]
Zheng, Hong [1 ]
Li, Lian [1 ]
Wang, Tao [5 ]
Yu, Jinpu [2 ,4 ]
Zhao, Yanrui [1 ]
Niu, Ruifang [1 ]
Liang, Han [3 ]
Winkler, Hans [7 ]
Zhang, Wei [6 ]
Hao, Xishan [3 ]
Chen, Kexin [1 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Dept Epidemiol & Biostat, Tianjin, Peoples R China
[2] Tianjin Med Univ Canc Inst & Hosp, Dept Immunol, Tianjin, Peoples R China
[3] Tianjin Med Univ Canc Inst & Hosp, Dept Gastr Canc, Tianjin, Peoples R China
[4] Tianjin Med Univ Canc Inst & Hosp, TMUCIH J&J Joint Lab, Key Lab Canc Prevent & Therapy, Natl Clin Res Ctr Canc, Tianjin, Peoples R China
[5] Tianjin Med Univ Gen Hosp, Dept Gastroenterol, Tianjin, Peoples R China
[6] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[7] Janssen Res & Dev, Beerse, Belgium
基金
中国国家自然科学基金;
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; REPRESSORS ZEB1; EXPRESSION; PROLIFERATION; PROGRESSION; MIGRATION; SURVIVAL; TARGETS; BETA;
D O I
10.1158/1078-0432.CCR-13-1844
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Our aim was to investigate whether microRNAs can predict the clinical outcome of patients with gastric cancer. We used integrated analysis of microRNA and mRNA expression profiles to identify gastric cancer microRNA subtypes and their underlying regulatory scenarios. Experimental Design: MicroRNA-based gastric cancer subtypes were identified by consensus clustering analysis of microRNA profiles of 90 gastric cancer tissues. Activated pathways in the subtypes were identified by gene expression profiles. Further integrated analysis was conducted to model a microRNA regulatory network for each subtype. RNA and protein expression were analyzed by RT-PCR and tissue microarray, respectively, in a cohort of 385 gastric cancer cases (including the 90 cases for profiling) to validate the key microRNAs and targets in the network. Both in vitro and in vivo experiments were carried out to further validate the findings. Results: MicroRNA profiles of 90 gastric cancer cases identified two microRNA subtypes significantly associated with survival. The poor-prognosis gastric cancer microRNA subtype was characterized by overexpression of epithelial-to-mesenchymal transition (EMT) markers. This gastric cancer "mesenchymal subtype" was further validated in a patient cohort comprising 385 cases. Integrated analysis identified a key microRNA regulatory network likely driving the gastric cancer mesenchymal subtype. Three of the microRNAs (miR-200c, miR-200b, and miR-125b) targeting the most genes in the network were significantly associated with survival. Functional experiments demonstrated that miR-200b suppressed ZEB1, augmented E-cadherin, inhibited cell migration, and suppressed tumor growth in a mouse model. Conclusions: We have uncovered a key microRNA regulatory network that defines the mesenchymal gastric cancer subtype significantly associated with poor overall survival in gastric cancer. (C)2013 AACR.
引用
收藏
页码:878 / 889
页数:12
相关论文
共 43 条
[1]   Slug is overexpressed in gastric carcinomas and may act synergistically with SIPI and Snail in the down-regulation of E-cadherin [J].
Alves, C. Castro ;
Rosivatz, E. ;
Schott, C. ;
Hollweck, R. ;
Becker, I. ;
Sarbia, M. ;
Carneiro, F. ;
Becker, K-F .
JOURNAL OF PATHOLOGY, 2007, 211 (05) :507-515
[2]   MicroRNA expression profiling of human metastatic cancers identifies cancer gene targets [J].
Baffa, Raffaele ;
Fassan, Matteo ;
Volinia, Stefano ;
O'Hara, Brian ;
Liu, Chang-Gong ;
Palazzo, Juan P. ;
Gardiman, Marina ;
Rugge, Massimo ;
Gomella, Leonard G. ;
Croce, Carlo M. ;
Rosenberg, Anne .
JOURNAL OF PATHOLOGY, 2009, 219 (02) :214-221
[3]   MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[4]   CADHERIN EXPRESSION IN CARCINOMAS - ROLE IN THE FORMATION OF CELL-JUNCTIONS AND THE PREVENTION OF INVASIVENESS [J].
BIRCHMEIER, W ;
BEHRENS, J .
BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 1994, 1198 (01) :11-26
[5]   MicroRNAs as a potential prognostic factor in gastric cancer [J].
Brenner, Baruch ;
Hoshen, Moshe B. ;
Purim, Ofer ;
Ben David, Miriam ;
Ashkenazi, Karin ;
Marshak, Gideon ;
Kundel, Yulia ;
Brenner, Ronen ;
Morgenstern, Sara ;
Halpern, Marisa ;
Rosenfeld, Nitzan ;
Chajut, Ayelet ;
Niv, Yaron ;
Kushnir, Michal .
WORLD JOURNAL OF GASTROENTEROLOGY, 2011, 17 (35) :3976-3985
[6]   Gastric cancer [J].
Catalano, Vincenzo ;
Labianca, Roberto ;
Beretta, Giordano D. ;
Gatta, Gemma ;
De Braud, Filippo ;
Van Cutsem, Eric .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2009, 71 (02) :127-164
[7]   miR-200b mediates post-transcriptional repression of ZFHX1B [J].
Christoffersen, Nanna Ronbjerg ;
Silahtaroglu, Asli ;
Orom, Ulf Andersson ;
Kauppinen, Sakari ;
Lund, Anders H. .
RNA, 2007, 13 (08) :1172-1178
[8]   Dynamic epigenetic regulation of the microRNA-200 family mediates epithelial and mesenchymal transitions in human tumorigenesis [J].
Davalos, V. ;
Moutinho, C. ;
Villanueva, A. ;
Boque, R. ;
Silva, P. ;
Carneiro, F. ;
Esteller, M. .
ONCOGENE, 2012, 31 (16) :2062-2074
[9]   The HER2-miR125a5p/miR125b loop in gastric and esophageal carcinogenesis [J].
Fassan, Matteo ;
Pizzi, Marco ;
Realdon, Stefano ;
Balistreri, Mariangela ;
Guzzardo, Vincenza ;
Zagonel, Vittonina ;
Castoro, Carlo ;
Mastracci, Luca ;
Farinati, Fabio ;
Nitti, Donato ;
Zaninotto, Giovanni ;
Rugge, Massimo .
HUMAN PATHOLOGY, 2013, 44 (09) :1804-1810
[10]   Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008 [J].
Ferlay, Jacques ;
Shin, Hai-Rim ;
Bray, Freddie ;
Forman, David ;
Mathers, Colin ;
Parkin, Donald Maxwell .
INTERNATIONAL JOURNAL OF CANCER, 2010, 127 (12) :2893-2917