Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA.
Mol Cell. 2010 Apr 9;38(1):140-53. doi: 10.1016/j.molcel.2010.03.007.
MicroRNAs are emerging as important regulators of diverse biological processes and pathologies in animals and plants. Though hundreds of human microRNAs are known, only a few have known functions. Here, we predict human microRNA functions by using a new method that systematically assesses the statistical enrichment of several microRNA-targeting signatures in annotated gene sets such as signaling networks and protein complexes. Some of our top predictions are supported by published experiments, yet many are entirely new or provide mechanistic insights to known phenotypes. Our results indicate that coordinated microRNA targeting of closely connected genes is prevalent across pathways. We use the same method to infer which microRNAs regulate similar targets and provide the first genome-wide evidence of pervasive cotargeting, in which a handful of "hub" microRNAs are involved in a majority of cotargeting relationships. Our method and analyses pave the way to systematic discovery of microRNA functions.
微小 RNA 作为动植物中各种生物过程和病理的重要调节因子而崭露头角。虽然已经发现了数百种人类微小 RNA,但只有少数具有已知功能。在这里,我们通过使用一种新方法来预测人类微小 RNA 的功能,该方法系统地评估了几个微小 RNA 靶向特征在注释基因集(如信号网络和蛋白质复合物)中的统计富集。我们的一些顶级预测得到了已发表实验的支持,但许多预测是全新的,或者为已知表型提供了机制上的见解。我们的结果表明,紧密连接基因的协调微小 RNA 靶向在途径中很常见。我们使用相同的方法推断哪些微小 RNA 调节相似的靶标,并提供了第一个全基因组范围内存在广泛共靶向的证据,其中少数“枢纽”微小 RNA 参与了大多数共靶向关系。我们的方法和分析为系统发现微小 RNA 功能铺平了道路。