Next-generation sequencing reveals novel differentially regulated mRNAs, lncRNAs, miRNAs, sdRNAs and a piRNA in pancreatic cancer

被引:207
作者
Mueller, Soren [1 ,2 ]
Raulefs, Susanne [3 ]
Bruns, Philipp [3 ]
Afonso-Grunz, Fabian [1 ,2 ]
Ploetner, Anne [2 ]
Thermann, Rolf [6 ]
Jaeger, Carsten [3 ]
Schlitter, Anna Melissa [9 ]
Kong, Bo
Regel, Ivonne [3 ]
Roth, W. Kurt [6 ]
Rotter, Bjoern [2 ]
Hoffmeier, Klaus [2 ]
Kahl, Guenter [1 ]
Koch, Ina [4 ]
Theis, Fabian J. [7 ,8 ]
Kleeff, Joerg [3 ]
Winter, Peter [2 ]
Michalski, Christoph W. [5 ]
机构
[1] Goethe Univ, Mol BioSci, Frankfurt, Germany
[2] GenXPro GmbH, Frankfurt Biotechnol Innovat Ctr, Frankfurt, Germany
[3] Tech Univ Munich, Klinikum Rechts Isar, Dept Surg, D-80290 Munich, Germany
[4] Cluster Excellence Frankfurt Macromol Complexes F, Inst Comp Sci, Mol Bioinformat Grp, Frankfurt, Germany
[5] Heidelberg Univ, Dept Surg, Heidelberg, Germany
[6] GFE Blut mbH, Frankfurt Biotechnol Innovat Ctr, Frankfurt, Germany
[7] Helmholtz Zentrum Munich, Inst Computat Biol, Neuherberg, Germany
[8] Tech Univ Munich, Dept Math, Garching, Germany
[9] Tech Univ Munich, Klinikum Rechts Isar, Dept Pathol, D-80290 Munich, Germany
关键词
Pancreatic cancer; MACE; 3 ' UTR; miRNA; Long non-coding RNA; Wnt signalling; Next-generation sequencing; ZEB1; TCF4; LONG NONCODING RNA; INTERACTION NETWORKS; EXPRESSION ANALYSIS; GASTRIC-CANCER; CELLS; GENE; ADENOCARCINOMA; PROLIFERATION; MICRORNA; DATABASE;
D O I
10.1186/s12943-015-0358-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Previous studies identified microRNAs (miRNAs) and messenger RNAs with significantly different expression between normal pancreas and pancreatic cancer (PDAC) tissues. Due to technological limitations of microarrays and real-time PCR systems these studies focused on a fixed set of targets. Expression of other RNA classes such as long intergenic non-coding RNAs or sno-derived RNAs has rarely been examined in pancreatic cancer. Here, we analysed the coding and non-coding transcriptome of six PDAC and five control tissues using next-generation sequencing. Results: Besides the confirmation of several deregulated mRNAs and miRNAs, miRNAs without previous implication in PDAC were detected: miR-802, miR-2114 or miR-561. SnoRNA-derived RNAs (e.g. sno-HBII-296B) and piR-017061, a piwi-interacting RNA, were found to be differentially expressed between PDAC and control tissues. In silico target analysis of miR-802 revealed potential binding sites in the 3'UTR of TCF4, encoding a transcription factor that controls Wnt signalling genes. Overexpression of miR-802 in MiaPaCa pancreatic cancer cells reduced TCF4 protein levels. Using Massive Analysis of cDNA Ends (MACE) we identified differential expression of 43 lincRNAs, long intergenic non-coding RNAs, e.g. LINC00261 and LINC00152 as well as several natural antisense transcripts like HNF1A-AS1 and AFAP1-AS1. Differential expression was confirmed by qPCR on the mRNA/miRNA/lincRNA level and by immunohistochemistry on the protein level. Conclusions: Here, we report a novel lncRNA, sncRNA and mRNA signature of PDAC. In silico prediction of ncRNA targets allowed for assigning potential functions to differentially regulated RNAs.
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页数:18
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