A guide through present computational approaches for the identification of mammalian microRNA targets

被引:443
作者
Sethupathy, Praveen
Megraw, Molly
Hatzigeorgiou, Artemis G. [1 ]
机构
[1] Univ Penn, Ctr Bioinformat, Philadelphia, PA 19104 USA
[2] Univ Penn, Sch Med, Dept Genet, Philadelphia, PA 19104 USA
[3] Univ Penn, Sch Engn, Dept Comp & Informat Sci, Philadelphia, PA 19104 USA
关键词
D O I
10.1038/NMETH954
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Computational microRNA (miRNA) target prediction is a field in flux. Here we present a guide through five widely used mammalian target prediction programs. We include an analysis of the performance of these individual programs and of various combinations of these programs. For this analysis we compiled several benchmark data sets of experimentally supported miRNA-target gene interactions. Based on the results, we provide a discussion on the status of target prediction and also suggest a stepwise approach toward predicting and selecting miRNA targets for experimental testing.
引用
收藏
页码:881 / 886
页数:6
相关论文
共 35 条
  • [1] The functions of animal microRNAs
    Ambros, V
    [J]. NATURE, 2004, 431 (7006) : 350 - 355
  • [2] MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004)
    Bartel, David P.
    [J]. CELL, 2007, 131 (04) : 11 - 29
  • [3] Identification of hundreds of conserved and nonconserved human microRNAs
    Bentwich, I
    Avniel, A
    Karov, Y
    Aharonov, R
    Gilad, S
    Barad, O
    Barzilai, A
    Einat, P
    Einav, U
    Meiri, E
    Sharon, E
    Spector, Y
    Bentwich, Z
    [J]. NATURE GENETICS, 2005, 37 (07) : 766 - 770
  • [4] Phylogenetic shadowing and computational identification of human microRNA genes
    Berezikov, E
    Guryev, V
    van de Belt, J
    Wienholds, E
    Plasterk, RHA
    Cuppen, E
    [J]. CELL, 2005, 120 (01) : 21 - 24
  • [5] Principles of MicroRNA-target recognition
    Brennecke, J
    Stark, A
    Russell, RB
    Cohen, SM
    [J]. PLOS BIOLOGY, 2005, 3 (03): : 404 - 418
  • [6] Revealing posttranscriptional regulatory elements through network-level conservation
    Chan, g S. Chan
    Elemento, Olivier
    Tavazoie, Saeed
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2005, 1 (07) : 564 - 578
  • [7] Perfect seed pairing is not a generally reliable predictor for miRNA-target interactions
    Didiano, Dominic
    Hobert, Oliver
    [J]. NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2006, 13 (09) : 849 - 851
  • [8] microPrimer: The biogenesis and function of microRNA
    Du, TT
    Zamore, PD
    [J]. DEVELOPMENT, 2005, 132 (21): : 4645 - 4652
  • [9] MicroRNA targets in Drosophila
    Anton J Enright
    Bino John
    Ulrike Gaul
    Thomas Tuschl
    Chris Sander
    Debora S Marks
    [J]. Genome Biology, 5 (1)
  • [10] The widespread impact of mammalian microRNAs on mRNA repression and evolution
    Farh, KKH
    Grimson, A
    Jan, C
    Lewis, BP
    Johnston, WK
    Lim, LP
    Burge, CB
    Bartel, DP
    [J]. SCIENCE, 2005, 310 (5755) : 1817 - 1821