Analysis of long non-coding RNA expression profiles in gastric cancer

被引:178
作者
Cao, Wei-Jun [1 ]
Wu, Hai-Lu [1 ]
He, Bang-Shun [2 ]
Zhang, Yu-Shu [1 ]
Zhang, Zhen-Yu [1 ]
机构
[1] Nanjing Med Univ, Nanjing Hosp 1, Dept Gastroenterol, Nanjing 210006, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Nanjing Hosp 1, Cent Lab, Nanjing 210006, Jiangsu, Peoples R China
关键词
Long non-coding RNA; Gastric cancer; Microarray analysis; Data mining; GENOME ANNOTATION; GENE-EXPRESSION; IDENTIFICATION; CARCINOMA; CONTRIBUTES; IDENTIFY; GROWTH; UCA1;
D O I
10.3748/wjg.v19.i23.3658
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
AIM: To investigate the expression patterns of long non-coding RNAs (lncRNAs) in gastric cancer. METHODS: Two publicly available human exon arrays for gastric cancer and data for the corresponding normal tissue were downloaded from the Gene Expression Omnibus (GEO). We re-annotated the probes of the human exon arrays and retained the probes uniquely mapping to lncRNAs at the gene level. LncRNA expression profiles were generated by using robust multi-array average method in affymetrix power tools. The normalized data were then analyzed with a Bioconductor package linear models for microarray data and genes with adjusted P-values below 0.01 were considered differentially expressed. An independent data set was used to validate the results. RESULTS: With the computational pipeline established to re-annotate over 6.5 million probes of the Affymetrix Human Exon 1.0 ST array, we identified 136053 probes uniquely mapping to lncRNAs at the gene level. These probes correspond to 9294 lncRNAs, covering nearly 76% of the GENCODE lncRNA data set. By analyzing GSE27342 consisting of 80 paired gastric cancer and normal adjacent tissue samples, we identified 88 lncRNAs that were differentially expressed in gastric cancer, some of which have been reported to play a role in cancer, such as LINC00152, taurine upregulated 1, urothelial cancer associated 1, Pvt1 oncogene, small nucleolar RNA host gene 1 and LINC00261. In the validation data set GSE33335, 59% of these differentially expressed lncRNAs showed significant expression changes (adjusted P-value < 0.01) with the same direction. CONCLUSION: We identified a set of lncRNAs differentially expressed in gastric cancer, providing useful information for discovery of new biomarkers and therapeutic targets in gastric cancer. (C) 2013 Baishideng. All rights reserved.
引用
收藏
页码:3658 / 3664
页数:7
相关论文
共 37 条
[1]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[2]   Cancer Biomarker Discovery: The Entropic Hallmark [J].
Berretta, Regina ;
Moscato, Pablo .
PLOS ONE, 2010, 5 (08)
[3]   BLAST plus : architecture and applications [J].
Camacho, Christiam ;
Coulouris, George ;
Avagyan, Vahram ;
Ma, Ning ;
Papadopoulos, Jason ;
Bealer, Kevin ;
Madden, Thomas L. .
BMC BIOINFORMATICS, 2009, 10
[4]   Origins and Mechanisms of miRNAs and siRNAs [J].
Carthew, Richard W. ;
Sontheimer, Erik J. .
CELL, 2009, 136 (04) :642-655
[5]   Global gene expression and functional network analysis of gastric cancer identify extended pathway maps and GPRC5A as a potential biomarker [J].
Cheng, Lei ;
Yang, Sheng ;
Yang, Yanqing ;
Zhang, Wen ;
Xiao, Huasheng ;
Gao, Hengjun ;
Deng, Xiaxing ;
Zhang, Qinghua .
CANCER LETTERS, 2012, 326 (01) :105-113
[6]   Identification of genes with a correlation between copy number and expression in gastric cancer [J].
Cheng, Lei ;
Wang, Ping ;
Yang, Sheng ;
Yang, Yanqing ;
Zhang, Qing ;
Zhang, Wen ;
Xiao, Huasheng ;
Gao, Hengjun ;
Zhang, Qinghua .
BMC MEDICAL GENOMICS, 2012, 5
[7]   Gene-Expression Signatures Can Distinguish Gastric Cancer Grades and Stages [J].
Cui, Juan ;
Li, Fan ;
Wang, Guoqing ;
Fang, Xuedong ;
Puett, J. David ;
Xu, Ying .
PLOS ONE, 2011, 6 (03)
[8]   An integrated transcriptomic and computational analysis for biomarker identification in gastric cancer [J].
Cui, Juan ;
Chen, Yunbo ;
Chou, Wen-Chi ;
Sun, Liankun ;
Chen, Li ;
Suo, Jian ;
Ni, Zhaohui ;
Zhang, Ming ;
Kong, Xiaoxia ;
Hoffman, Lisabeth L. ;
Kang, Jinsong ;
Su, Yingying ;
Olman, Victor ;
Johnson, Darryl ;
Tench, Daniel W. ;
Amster, I. Jonathan ;
Orlando, Ron ;
Puett, David ;
Li, Fan ;
Xu, Ying .
NUCLEIC ACIDS RESEARCH, 2011, 39 (04) :1197-1207
[9]   The UCSC Genome Browser database: extensions and updates 2011 [J].
Dreszer, Timothy R. ;
Karolchik, Donna ;
Zweig, Ann S. ;
Hinrichs, Angie S. ;
Raney, Brian J. ;
Kuhn, Robert M. ;
Meyer, Laurence R. ;
Wong, Mathew ;
Sloan, Cricket A. ;
Rosenbloom, Kate R. ;
Roe, Greg ;
Rhead, Brooke ;
Pohl, Andy ;
Malladi, Venkat S. ;
Li, Chin H. ;
Learned, Katrina ;
Kirkup, Vanessa ;
Hsu, Fan ;
Harte, Rachel A. ;
Guruvadoo, Luvina ;
Goldman, Mary ;
Giardine, Belinda M. ;
Fujita, Pauline A. ;
Diekhans, Mark ;
Cline, Melissa S. ;
Clawson, Hiram ;
Barber, Galt P. ;
Haussler, David ;
Kent, W. James .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D918-D923
[10]   Ensembl 2012 [J].
Flicek, Paul ;
Amode, M. Ridwan ;
Barrell, Daniel ;
Beal, Kathryn ;
Brent, Simon ;
Carvalho-Silva, Denise ;
Clapham, Peter ;
Coates, Guy ;
Fairley, Susan ;
Fitzgerald, Stephen ;
Gil, Laurent ;
Gordon, Leo ;
Hendrix, Maurice ;
Hourlier, Thibaut ;
Johnson, Nathan ;
Kaehaeri, Andreas K. ;
Keefe, Damian ;
Keenan, Stephen ;
Kinsella, Rhoda ;
Komorowska, Monika ;
Koscielny, Gautier ;
Kulesha, Eugene ;
Larsson, Pontus ;
Longden, Ian ;
McLaren, William ;
Muffato, Matthieu ;
Overduin, Bert ;
Pignatelli, Miguel ;
Pritchard, Bethan ;
Riat, Harpreet Singh ;
Ritchie, Graham R. S. ;
Ruffier, Magali ;
Schuster, Michael ;
Sobral, Daniel ;
Tang, Y. Amy ;
Taylor, Kieron ;
Trevanion, Stephen ;
Vandrovcova, Jana ;
White, Simon ;
Wilson, Mark ;
Wilder, Steven P. ;
Aken, Bronwen L. ;
Birney, Ewan ;
Cunningham, Fiona ;
Dunham, Ian ;
Durbin, Richard ;
Fernandez-Suarez, Xose M. ;
Harrow, Jennifer ;
Herrero, Javier ;
Hubbard, Tim J. P. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D84-D90