Systematic analysis competing endogenous RNA coexpression network as a potentially prediction prognostic biomarker for colon adenocarcinoma

被引:3
作者
Xi, Jiaxi [1 ]
Zhang, Huajun [1 ]
Li, Yan [1 ]
Su, Henghai [1 ]
Chen, Xiaoyu [1 ]
Liang, Xueyan [1 ]
机构
[1] Peoples Hosp Guangxi Zhuang Autonomous Reg, Dept Pharm, Nanning 530021, Guangxi, Peoples R China
关键词
ceRNA coexpression network; colon adenocarcinoma; nomogram survival model; prognostic markers; DIFFERENTIAL EXPRESSION ANALYSIS; TRANSCRIPTION FACTOR; COLORECTAL-CANCER; SOX9; CELLS; PROGRESSION; STATISTICS; PACKAGE; PATHWAY; CERNA;
D O I
10.1097/MD.0000000000030681
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Colon adenocarcinoma (COAD) is one of the most common types of colon cancer, represents a major public health issue due to its high incidence and mortality. Competing endogenous RNAs (ceRNAs) hypothesis has generated a great interest in the study of molecular biological mechanisms of cancer progression. The aim of this study was to identify potential prediction prognostic biomarker associated with progression of COAD and illuminate regulatory mechanisms. Two RNA sequencing datasets downloaded from the Genotype-Tissue Expression and TCGA. The differentially expressed RNAs were analyzed. Weighted correlation network analysis was used to analyze the similarity of genes model with a trait in the network. Interactions between lncRNAs, miRNAs, and target mRNAs were predicted by MiRcode, starBase, miRTarBase, miRDB, and TargetScan, and the risk score of mRNAs was established. Based on the identified prognostic signature and independent clinical factors, then the nomogram survival model was built. Totally, we identified 3537 differentially expressed mRNAs, 2379 lncRNAs, and 449 microRNAs. Based on the 8 prognosis-associated mRNAs (CCNA2 + CEBPA + NEBL + SOX9 + DLG4 + RIMKLB + TCF7L1 + TUB), the risk score was proposed. After the independent clinical prognostic factors were identified, the nomogram survival model was built. LncRNA-miRNA-mRNA ceRNA network was built by 68 lncRNAs, 4 miRNAs, and 6 mRNAs, which might serve as prognostic biomarkers of COAD. These findings suggest several genes in ceRNA network might be novel important prognostic biomarkers and potential targets for COAD. CeRNA networks could provide further insight into the mRNA-related regulatory mechanism and COAD prognosis.
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页数:11
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共 43 条
[1]   The transcrintion factor Sox9 has essential roles in successive steps of the chondrocyte differentiation pathway and is required for expression of Sox5 and Sox6 [J].
Akiyama, H ;
Chaboissier, MC ;
Martin, JF ;
Schedl, A ;
de Crombrugghe, B .
GENES & DEVELOPMENT, 2002, 16 (21) :2813-2828
[2]   Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments [J].
Ala, Ugo ;
Karreth, Florian A. ;
Bosia, Carla ;
Pagnani, Andrea ;
Taulli, Riccardo ;
Leopold, Valentine ;
Tay, Yvonne ;
Provero, Paolo ;
Zecchina, Riccardo ;
Pandolfi, Pier Paolo .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (18) :7154-7159
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]   Genomic analyses identify molecular subtypes of pancreatic cancer [J].
Bailey, Peter ;
Chang, David K. ;
Nones, Katia ;
Johns, Amber L. ;
Patch, Ann-Marie ;
Gingras, Marie-Claude ;
Miller, David K. ;
Christ, Angelika N. ;
Bruxner, Tim J. C. ;
Quinn, Michael C. ;
Nourse, Craig ;
Murtaugh, L. Charles ;
Harliwong, Ivon ;
Idrisoglu, Senel ;
Manning, Suzanne ;
Nourbakhsh, Ehsan ;
Wani, Shivangi ;
Fink, Lynn ;
Holmes, Oliver ;
Chin, Vencssa ;
Anderson, Matthew J. ;
Kazakoff, Stephen ;
Leonard, Conrad ;
Newell, Felicity ;
Waddell, Nick ;
Wood, Scott ;
Xu, Qinying ;
Wilson, Peter J. ;
Cloonan, Nicole ;
Kassahn, Karin S. ;
Taylor, Darrin ;
Quek, Kelly ;
Robertson, Alan ;
Pantano, Lorena ;
Mincarelli, Laura ;
Sanchez, Luis N. ;
Evers, Lisa ;
Wu, Jianmin ;
Pinese, Mark ;
Cowley, Mark J. ;
Jones, Marc D. ;
Colvin, Emily K. ;
Nagrial, Adnan M. ;
Humphrey, Emily S. ;
Chantrill, Lorraine A. ;
Mawson, Amanda ;
Humphris, Jeremy ;
Chou, Angela ;
Pajic, Marina ;
Scarlett, Christopher J. .
NATURE, 2016, 531 (7592) :47-+
[5]   Sox9 regulates cell proliferation and is required for Paneth cell differentiation in the intestinal epithelium [J].
Bastide, Pauline ;
Darido, Charbel ;
Pannequiri, Julie ;
Kist, Ralf ;
Robine, Sylvie ;
Marty-Double, Christiane ;
Bibeau, Frederic ;
Scherer, Gerd ;
Joubert, Dominique ;
Hollande, Frederic ;
Blache, Philippe ;
Jay, Philippe .
JOURNAL OF CELL BIOLOGY, 2007, 178 (04) :635-648
[6]   SOX9 is an intestine crypt transcription factor, is regulated by the Wnt pathway, and represses the CDX2 and MUC2 genes [J].
Blache, P ;
van de Wetering, M ;
Duluc, I ;
Domon, C ;
Berta, P ;
Freund, JN ;
Clevers, H ;
Jay, P .
JOURNAL OF CELL BIOLOGY, 2004, 166 (01) :37-47
[7]   Role of the long non-coding RNA PVT1 in the dysregulation of the ceRNA-ceRNA network in human breast cancer [J].
Conte, Federica ;
Fiscon, Giulia ;
Chiara, Matteo ;
Colombo, Teresa ;
Farina, Lorenzo ;
Paci, Paola .
PLOS ONE, 2017, 12 (02)
[8]  
Dawwas MF, 2014, NEW ENGL J MED, V370, P2539, DOI [10.1056/NEJMc1405329, 10.1056/NEJMoa1309086]
[9]   Distinct ATOH1 and Neurog3 requirements define tuft cells as a new secretory cell type in the intestinal epithelium [J].
Gerbe, Francois ;
van Es, Johan H. ;
Makrini, Leila ;
Brulin, Benedicte ;
Mellitzer, Georg ;
Robine, Sylvie ;
Romagnolo, Beatrice ;
Shroyer, Noah F. ;
Bourgaux, Jean-Francois ;
Pignodel, Christine ;
Clevers, Hans ;
Jay, Philippe .
JOURNAL OF CELL BIOLOGY, 2011, 192 (05) :767-780
[10]   Slug and Sox9 Cooperatively Determine the Mammary Stem Cell State [J].
Guo, Wenjun ;
Keckesova, Zuzana ;
Donaher, Joana Liu ;
Shibue, Tsukasa ;
Tischler, Verena ;
Reinhardt, Ferenc ;
Itzkovitz, Shalev ;
Noske, Aurelia ;
Zuerrer-Haerdi, Ursina ;
Bell, George ;
Tam, Wai Leong ;
Mani, Sendurai A. ;
van Oudenaarden, Alexander ;
Weinberg, Robert A. .
CELL, 2012, 148 (05) :1015-1028