miEAA: microRNA enrichment analysis and annotation

被引:127
作者
Backes, Christina [1 ]
Khaleeq, Qurratulain T. [1 ]
Meese, Eckart [2 ]
Keller, Andreas [1 ]
机构
[1] Univ Saarland, Chair Clin Bioinformat, Bldg E 2-1, D-66123 Saarbrucken, Germany
[2] Univ Saarland, Inst Human Genet, Sch Med, D-66421 Homburg, Germany
关键词
LUNG-CANCER; GENES; MECHANISM; RESOURCE; TARGETS; UPDATE; MIRNAS; LISTS;
D O I
10.1093/nar/gkw345
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
Similar to the development of gene set enrichment and gene regulatory network analysis tools over a decade ago, microRNA enrichment tools are currently gaining importance. Building on our experience with the gene set analysis toolkit GeneTrail, we implemented the miRNA Enrichment Analysis and Annotation tool (miEAA). MiEAA is a web-based application that offers a variety of commonly applied statistical tests such as over-representation analysis and miRNA set enrichment analysis, which is similar to Gene Set Enrichment Analysis. Besides the different statistical tests, miEAA also provides rich functionality in terms of miRNA categories. Altogether, over 14 000 miRNA sets have been added, including pathways, diseases, organs and target genes. Importantly, our tool can be applied for miRNA precursors as well as mature miRNAs. To make the tool as useful as possible we additionally implemented supporting tools such as converters between different miRBase versions and converters from miRNA names to precursor names. We evaluated the performance of miEAA on two sets of miRNAs that are affected in lung adenocarcinomas and have been detected by array analysis. The web-based application is freely accessible at:http://www.ccb.uni-saarland.de/mieaa_tool/.
引用
收藏
页码:W110 / W116
页数:7
相关论文
共 41 条
[1]  
Abe M, 2006, ONCOL REP, V15, P797
[2]   GeneTrail -: advanced gene set enrichment analysis [J].
Backes, Christina ;
Keller, Andreas ;
Kuentzer, Jan ;
Kneissl, Benny ;
Comtesse, Nicole ;
Elnakady, Yasser A. ;
Mueller, Rolf ;
Meese, Eckart ;
Lenhof, Hans-Peter .
NUCLEIC ACIDS RESEARCH, 2007, 35 :W186-W192
[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]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Unique microRNA-profiles in EGFR-mutated lung adenocarcinomas [J].
Bjaanaes, Maria Moksnes ;
Halvorsen, Ann Rita ;
Solberg, Steinar ;
Jorgensen, Lars ;
Dragani, Tommaso A. ;
Galvan, Antonella ;
Colombo, Francesca ;
Anderlini, Marco ;
Pastorino, Ugo ;
Kure, Elin ;
Rresen-Dale, Anne-Lise B. ;
Brustugun, Odd Terje ;
Helland, Aslaug .
INTERNATIONAL JOURNAL OF CANCER, 2014, 135 (08) :1812-1821
[6]   The tumor suppressor KLF11 mediates a novel mechanism in transforming growth factor β-induced growth inhibition that is inactivated in pancreatic cancer [J].
Buck, Anita ;
Buchholz, Malte ;
Wagner, Martin ;
Adler, Guido ;
Gress, Thomas ;
Ellenrieder, Volker .
MOLECULAR CANCER RESEARCH, 2006, 4 (11) :861-872
[7]  
Clark Jennifer, 2012, Mol Biol Int, V2012, P705948, DOI 10.1155/2012/705948
[8]   Identification of miRNA changes in Alzheimer's disease brain and CSF yields putative biomarkers and insights into disease pathways [J].
Cogswell, John P. ;
Ward, James ;
Taylor, Ian A. ;
Waters, Michelle ;
Shi, Yunling ;
Cannon, Brian ;
Kelnar, Kevin ;
Kemppainen, Jon ;
Brown, David ;
Chen, Caifu ;
Prinjha, Rab K. ;
Richardson, Jill C. ;
Saunders, Ann M. ;
Roses, Allen D. ;
Richards, Cynthia A. .
JOURNAL OF ALZHEIMERS DISEASE, 2008, 14 (01) :27-41
[9]   miSEA: microRNA set enrichment analysis [J].
Corapcioglu, M. Erdem ;
Ogul, Hasan .
BIOSYSTEMS, 2015, 134 :37-42
[10]   miRWalk - Database: Prediction of possible miRNA binding sites by "walking" the genes of three genomes [J].
Dweep, Harsh ;
Sticht, Carsten ;
Pandey, Priyanka ;
Gretz, Norbert .
JOURNAL OF BIOMEDICAL INFORMATICS, 2011, 44 (05) :839-847