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SimiRa:一种用于识别微小RNA与RNA结合蛋白之间共调控关系的工具。

SimiRa: A tool to identify coregulation between microRNAs and RNA-binding proteins.

作者信息

Preusse Martin, Marr Carsten, Saunders Sita, Maticzka Daniel, Lickert Heiko, Backofen Rolf, Theis Fabian

机构信息

a Helmholtz Zentrum München - German Research Center for Environmental Health; Institute of Computational Biology ; Neuherberg , Germany.

b Helmholtz Zentrum München - German Research Center for Environmental Health; Institute of Diabetes and Regeneration Research ; Neuherberg , Germany.

出版信息

RNA Biol. 2015;12(9):998-1009. doi: 10.1080/15476286.2015.1068496.

Abstract

microRNAs and microRNA-independent RNA-binding proteins are 2 classes of post-transcriptional regulators that have been shown to cooperate in gene-expression regulation. We compared the genome-wide target sets of microRNAs and RBPs identified by recent CLIP-Seq technologies, finding that RBPs have distinct target sets and favor gene interaction network hubs. To identify microRNAs and RBPs with a similar functional context, we developed simiRa, a tool that compares enriched functional categories such as pathways and GO terms. We applied simiRa to the known functional cooperation between Pumilio family proteins and miR-221/222 in the regulation of tumor supressor gene p27 and show that the cooperation is reflected by similar enriched categories but not by target genes. SimiRa also predicts possible cooperation of microRNAs and RBPs beyond direct interaction on the target mRNA for the nuclear RBP TAF15. To further facilitate research into cooperation of microRNAs and RBPs, we made simiRa available as a web tool that displays the functional neighborhood and similarity of microRNAs and RBPs: http://vsicb-simira.helmholtz-muenchen.de.

摘要

微小RNA和非微小RNA依赖性RNA结合蛋白是两类已被证明在基因表达调控中协同作用的转录后调节因子。我们比较了通过近期CLIP-Seq技术鉴定出的微小RNA和RNA结合蛋白的全基因组靶标集,发现RNA结合蛋白具有不同的靶标集且倾向于基因相互作用网络枢纽。为了鉴定具有相似功能背景的微小RNA和RNA结合蛋白,我们开发了simiRa,这是一种比较富集功能类别(如通路和基因本体术语)的工具。我们将simiRa应用于Pumilio家族蛋白与miR-221/222在肿瘤抑制基因p27调控中的已知功能协同作用,结果表明这种协同作用通过相似的富集类别而非靶基因体现。simiRa还预测了除了与核RNA结合蛋白TAF15在靶mRNA上直接相互作用之外,微小RNA和RNA结合蛋白可能存在的协同作用。为了进一步促进对微小RNA和RNA结合蛋白协同作用的研究,我们将simiRa作为一个网络工具提供,该工具展示了微小RNA和RNA结合蛋白的功能邻域和相似性:http://vsicb-simira.helmholtz-muenchen.de。

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