miRGate: a curated database of human, mouse and rat miRNA-mRNA targets

被引:65
作者
Andres-Leon, Eduardo [1 ]
Gonzalez Pena, Daniel [2 ]
Gomez-Lopez, Gonzalo [1 ]
Pisano, David G. [1 ]
机构
[1] Spanish Natl Canc Res Ctr CNIO, Struct Biol & Biocomp Programme, Bioinformat Unit UBio, Madrid, Spain
[2] Univ Vigo, High Tech Sch Comp Engn, Orense, Spain
来源
DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION | 2015年
关键词
PREDICTING MICRORNA TARGETS; EVOLUTIONARY CONSERVATION; REGULATORY CIRCUITS; EXPRESSION; GENE; REGIONS; ANNOTATION; SIGNATURES; PROFILES; GENCODE;
D O I
10.1093/database/bav035
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
MicroRNAs (miRNAs) are small non-coding elements involved in the post-transcriptional down-regulation of gene expression through base pairing with messenger RNAs (mRNAs). Through this mechanism, several miRNA-mRNA pairs have been described as critical in the regulation of multiple cellular processes, including early embryonic development and pathological conditions. Many of these pairs (such as miR-15b/BCL2 in apoptosis or BART-6/BCL6 in diffuse large B-cell lymphomas) were experimentally discovered and/or computationally predicted. Available tools for target prediction are usually based on sequence matching, thermodynamics and conservation, among other approaches. Nevertheless, the main issue on miRNA-mRNA pair prediction is the little overlapping results among different prediction methods, or even with experimentally validated pairs lists, despite the fact that all rely on similar principles. To circumvent this problem, we have developed miRGate, a database containing novel computational predicted miRNA-mRNA pairs that are calculated using well-established algorithms. In addition, it includes an updated and complete dataset of sequences for both miRNA and mRNAs 3'-Untranslated region from human (including human viruses), mouse and rat, as well as experimentally validated data from four well-known data-bases. The underlying methodology of miRGate has been successfully applied to independent datasets providing predictions that were convincingly validated by functional assays.
引用
收藏
页数:9
相关论文
共 55 条
[1]   The Epstein Barr-encoded BART-6-3p microRNA affects regulation of cell growth and immuno response in Burkitt lymphoma [J].
Ambrosio, Maria Raffaella ;
Navari, Mohsen ;
Di Lisio, Lorena ;
Leon, Eduardo Andres ;
Onnis, Anna ;
Gazaneo, Sara ;
Mundo, Lucia ;
Ulivieri, Cristina ;
Gomez, Gonzalo ;
Lazzi, Stefano ;
Piris, Miguel Angel ;
Leoncini, Lorenzo ;
De Falco, Giulia .
INFECTIOUS AGENTS AND CANCER, 2014, 9
[2]  
[Anonymous], 2002, ACM Transactions on Internet Technology, DOI [10.1145/514183.514185, DOI 10.1145/514183.514185]
[3]   Regulation of eukaryotic gene expression by the untranslated gene regions and other non-coding elements [J].
Barrett, Lucy W. ;
Fletcher, Sue ;
Wilton, Steve D. .
CELLULAR AND MOLECULAR LIFE SCIENCES, 2012, 69 (21) :3613-3634
[4]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[5]   Comprehensive modeling of microRNA targets predicts functional non-conserved and non-canonical sites [J].
Betel, Doron ;
Koppal, Anjali ;
Agius, Phaedra ;
Sander, Chris ;
Leslie, Christina .
GENOME BIOLOGY, 2010, 11 (08)
[6]   MAGIA2: from miRNA and genes expression data integrative analysis to microRNA-transcription factor mixed regulatory circuits (2012 update) [J].
Bisognin, Andrea ;
Sales, Gabriele ;
Coppe, Alessandro ;
Bortoluzzi, Stefania ;
Romualdi, Chiara .
NUCLEIC ACIDS RESEARCH, 2012, 40 (W1) :W13-W21
[7]   Combinatorial effects of microRNAs to suppress the Myc oncogenic pathway [J].
Bueno, Mara J. ;
Gomez de Cedron, Marta ;
Gomez-Lopez, Gonzalo ;
Perez de Castro, Ignacio ;
Di Lisio, Lorena ;
Montes-Moreno, Santiago ;
Martinez, Nerea ;
Guerrero, Manuel ;
Sanchez-Martinez, Ruth ;
Santos, Javier ;
Pisano, David G. ;
Angel Piris, Miguel ;
Fernandez-Piqueras, Jose ;
Malumbres, Marcos .
BLOOD, 2011, 117 (23) :6255-6266
[8]   Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers [J].
Calin, GA ;
Sevignani, C ;
Dan Dumitru, C ;
Hyslop, T ;
Noch, E ;
Yendamuri, S ;
Shimizu, M ;
Rattan, S ;
Bullrich, F ;
Negrini, M ;
Croce, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (09) :2999-3004
[9]   miRGator v3.0: a microRNA portal for deep sequencing, expression profiling and mRNA targeting [J].
Cho, Sooyoung ;
Jang, Insu ;
Jun, Yukyung ;
Yoon, Suhyeon ;
Ko, Minjeong ;
Kwon, Yeajee ;
Choi, Ikjung ;
Chang, Hyeshik ;
Ryu, Daeun ;
Lee, Byungwook ;
Kim, V. Narry ;
Kim, Wankyu ;
Lee, Sanghyuk .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D252-D257
[10]  
Costa Fabricio F, 2010, Cancer Manag Res, V2, P255, DOI 10.2147/CMR.S7280