Mirna Expression Profiles Identify Drivers in Colorectal and Pancreatic Cancers

被引:131
作者
Piepoli, Ada [1 ]
Tavano, Francesca [2 ]
Copetti, Massimiliano [3 ]
Mazza, Tommaso [4 ]
Palumbo, Orazio [5 ]
Panza, Anna [1 ]
di Mola, Francesco Fabio [2 ]
Pazienza, Valerio [1 ]
Mazzoccoli, Gianluigi [6 ,7 ]
Biscaglia, Giuseppe [1 ]
Gentile, Annamaria [1 ]
Mastrodonato, Nicola [2 ]
Carella, Massimo [5 ]
Pellegrini, Fabio [3 ,4 ,5 ,6 ,7 ,8 ]
di Sebastiano, Pierluigi [2 ]
Andriulli, Angelo [1 ]
机构
[1] Res Hosp, IRCCS Casa Sollievo Sofferenza, Dept & Lab Gastroenterol, San Giovanni Rotondo, Italy
[2] Res Hosp, IRCCS Casa Sollievo Sofferenza, Dept Surg, San Giovanni Rotondo, Italy
[3] Res Hosp, IRCCS Casa Sollievo Sofferenza, Biostat Unit, San Giovanni Rotondo, Italy
[4] Res Hosp, IRCCS Casa Sollievo Sofferenza, Unit Bioinformat, San Giovanni Rotondo, Italy
[5] Res Hosp, IRCCS Casa Sollievo Sofferenza, Med Genet Unit, San Giovanni Rotondo, Italy
[6] Res Hosp, IRCCS Casa Sollievo Sofferenza, Dept Internal Med, San Giovanni Rotondo, Italy
[7] Res Hosp, IRCCS Casa Sollievo Sofferenza, Chronobiol Unit, San Giovanni Rotondo, Italy
[8] DCPE Consorzio Mario Negri Sud, Biostat Unit, Santa Maria Imbaro, Italy
关键词
VARIABLE IMPORTANCE; MICRORNAS;
D O I
10.1371/journal.pone.0033663
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background and Aim: Altered expression of microRNAs (miRNAs) hallmarks many cancer types. The study of the associations of miRNA expression profile and cancer phenotype could help identify the links between deregulation of miRNA expression and oncogenic pathways. Methods: Expression profiling of 866 human miRNAs in 19 colorectal and 17 pancreatic cancers and in matched adjacent normal tissues was investigated. Classical paired t-test and random forest analyses were applied to identify miRNAs associated with tissue-specific tumors. Network analysis based on a computational approach to mine associations between cancer types and miRNAs was performed. Results: The merge between the two statistical methods used to intersect the miRNAs differentially expressed in colon and pancreatic cancers allowed the identification of cancer-specific miRNA alterations. By miRNA-network analysis, tissue-specific patterns of miRNA deregulation were traced: the driving miRNAs were miR-195, miR-1280, miR-140-3p and miR-1246 in colorectal tumors, and miR-103, miR-23a and miR-15b in pancreatic cancers. Conclusion: MiRNA expression profiles may identify cancer-specific signatures and potentially useful biomarkers for the diagnosis of tissue specific cancers. miRNA-network analysis help identify altered miRNA regulatory networks that could play a role in tumor pathogenesis.
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页数:11
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