miRDB:一个用于预测功能 microRNA 靶标的在线数据库。

miRDB: an online database for prediction of functional microRNA targets.

机构信息

Department of Radiation Oncology, Washington University School of Medicine, St Louis, MO, USA.

Department of Electrical and Systems Engineering, Washington University in St Louis, St Louis, MO, USA.

出版信息

Nucleic Acids Res. 2020 Jan 8;48(D1):D127-D131. doi: 10.1093/nar/gkz757.

Abstract

MicroRNAs (miRNAs) are small noncoding RNAs that act as master regulators in many biological processes. miRNAs function mainly by downregulating the expression of their gene targets. Thus, accurate prediction of miRNA targets is critical for characterization of miRNA functions. To this end, we have developed an online database, miRDB, for miRNA target prediction and functional annotations. Recently, we have performed major updates for miRDB. Specifically, by employing an improved algorithm for miRNA target prediction, we now present updated transcriptome-wide target prediction data in miRDB, including 3.5 million predicted targets regulated by 7000 miRNAs in five species. Further, we have implemented the new prediction algorithm into a web server, allowing custom target prediction with user-provided sequences. Another new database feature is the prediction of cell-specific miRNA targets. miRDB now hosts the expression profiles of over 1000 cell lines and presents target prediction data that are tailored for specific cell models. At last, a new web query interface has been added to miRDB for prediction of miRNA functions by integrative analysis of target prediction and Gene Ontology data. All data in miRDB are freely accessible at http://mirdb.org.

摘要

微小 RNA(miRNAs)是一类小的非编码 RNA,作为许多生物过程中的主要调控因子发挥作用。miRNAs 的功能主要通过下调其靶基因的表达来实现。因此,准确预测 miRNA 靶标对于 miRNA 功能的表征至关重要。为此,我们开发了一个在线数据库 miRDB,用于 miRNA 靶标预测和功能注释。最近,我们对 miRDB 进行了重大更新。具体来说,通过采用一种改进的 miRNA 靶标预测算法,我们现在在 miRDB 中提供了更新的转录组范围的靶标预测数据,包括 5 个物种中 7000 个 miRNA 调控的 350 万个预测靶标。此外,我们将新的预测算法实现到一个网络服务器中,允许用户提供序列进行自定义靶标预测。另一个新的数据库功能是预测细胞特异性 miRNA 靶标。miRDB 现在包含了超过 1000 个细胞系的表达谱,并提供了针对特定细胞模型的定制靶标预测数据。最后,我们在 miRDB 中添加了一个新的网络查询界面,用于通过整合靶标预测和基因本体数据进行 miRNA 功能预测。miRDB 中的所有数据均可在 http://mirdb.org 免费访问。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4837/6943051/6afc58c2b24b/gkz757fig1.jpg

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