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miRDIP 数据库 4.1——人类 microRNA 靶基因预测综合数据库。

mirDIP 4.1-integrative database of human microRNA target predictions.

机构信息

Krembil Research Institute, University Health Network, Toronto, Ontario M5T 2S8, Canada.

Department of Medical Biophysics, University of Toronto, Toronto, Ontario M5G 1L7, Canada.

出版信息

Nucleic Acids Res. 2018 Jan 4;46(D1):D360-D370. doi: 10.1093/nar/gkx1144.

Abstract

MicroRNAs are important regulators of gene expression, achieved by binding to the gene to be regulated. Even with modern high-throughput technologies, it is laborious and expensive to detect all possible microRNA targets. For this reason, several computational microRNA-target prediction tools have been developed, each with its own strengths and limitations. Integration of different tools has been a successful approach to minimize the shortcomings of individual databases. Here, we present mirDIP v4.1, providing nearly 152 million human microRNA-target predictions, which were collected across 30 different resources. We also introduce an integrative score, which was statistically inferred from the obtained predictions, and was assigned to each unique microRNA-target interaction to provide a unified measure of confidence. We demonstrate that integrating predictions across multiple resources does not cumulate prediction bias toward biological processes or pathways. mirDIP v4.1 is freely available at http://ophid.utoronto.ca/mirDIP/.

摘要

微小 RNA 是基因表达的重要调节因子,通过与待调节的基因结合来实现。即使使用现代高通量技术,也很难且昂贵地检测到所有可能的微小 RNA 靶标。出于这个原因,已经开发了几种计算微小 RNA 靶标预测工具,每个工具都有其自身的优势和局限性。整合不同的工具是一种成功的方法,可以最大限度地减少单个数据库的缺点。在这里,我们展示了 mirDIP v4.1,它提供了近 1.52 亿个人类微小 RNA 靶标预测,这些预测是从 30 个不同的资源中收集的。我们还介绍了一个综合得分,该得分是从获得的预测中统计推断出来的,并分配给每个独特的微小 RNA-靶标相互作用,以提供置信度的统一度量。我们证明,整合来自多个资源的预测不会导致对生物过程或途径的预测偏向。mirDIP v4.1 可在 http://ophid.utoronto.ca/mirDIP/ 免费获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a33c/5753284/8daf032a4161/gkx1144fig1.jpg

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