Suppr超能文献

DynGO:一种用于可视化和挖掘基因本体及其关联的工具。

DynGO: a tool for visualizing and mining of Gene Ontology and its associations.

作者信息

Liu Hongfang, Hu Zhang-Zhi, Wu Cathy H

机构信息

Department of Information Systems, University of Maryland, Baltimore County, 1000 Hilltop Circle, MD 21050, USA.

出版信息

BMC Bioinformatics. 2005 Aug 9;6:201. doi: 10.1186/1471-2105-6-201.

Abstract

BACKGROUND

A large volume of data and information about genes and gene products has been stored in various molecular biology databases. A major challenge for knowledge discovery using these databases is to identify related genes and gene products in disparate databases. The development of Gene Ontology (GO) as a common vocabulary for annotation allows integrated queries across multiple databases and identification of semantically related genes and gene products (i.e., genes and gene products that have similar GO annotations). Meanwhile, dozens of tools have been developed for browsing, mining or editing GO terms, their hierarchical relationships, or their "associated" genes and gene products (i.e., genes and gene products annotated with GO terms). Tools that allow users to directly search and inspect relations among all GO terms and their associated genes and gene products from multiple databases are needed.

RESULTS

We present a standalone package called DynGO, which provides several advanced functionalities in addition to the standard browsing capability of the official GO browsing tool (AmiGO). DynGO allows users to conduct batch retrieval of GO annotations for a list of genes and gene products, and semantic retrieval of genes and gene products sharing similar GO annotations. The result are shown in an association tree organized according to GO hierarchies and supported with many dynamic display options such as sorting tree nodes or changing orientation of the tree. For GO curators and frequent GO users, DynGO provides fast and convenient access to GO annotation data. DynGO is generally applicable to any data set where the records are annotated with GO terms, as illustrated by two examples.

CONCLUSION

We have presented a standalone package DynGO that provides functionalities to search and browse GO and its association databases as well as several additional functions such as batch retrieval and semantic retrieval. The complete documentation and software are freely available for download from the website http://biocreative.ifsm.umbc.edu/dyngo.

摘要

背景

大量关于基因和基因产物的数据及信息存储在各种分子生物学数据库中。利用这些数据库进行知识发现面临的一个主要挑战是在不同数据库中识别相关基因和基因产物。基因本体论(GO)作为一种通用注释词汇的发展,使得能够跨多个数据库进行综合查询,并识别语义相关的基因和基因产物(即具有相似GO注释的基因和基因产物)。同时,已经开发了数十种工具用于浏览、挖掘或编辑GO术语、它们的层次关系或它们“关联”的基因和基因产物(即用GO术语注释的基因和基因产物)。需要能够让用户直接搜索和检查来自多个数据库的所有GO术语及其关联的基因和基因产物之间关系的工具。

结果

我们展示了一个名为DynGO的独立软件包,它除了具备官方GO浏览工具(AmiGO)的标准浏览功能外,还提供了几种高级功能。DynGO允许用户对一系列基因和基因产物进行GO注释的批量检索,以及对共享相似GO注释的基因和基因产物进行语义检索。结果以根据GO层次结构组织的关联树形式显示,并支持许多动态显示选项,如对树节点进行排序或改变树的方向。对于GO注释者和频繁使用GO的用户,DynGO提供了对GO注释数据的快速便捷访问。DynGO通常适用于任何用GO术语注释记录的数据集,文中通过两个例子进行了说明。

结论

我们展示了一个独立软件包DynGO,它提供了搜索和浏览GO及其关联数据库的功能以及诸如批量检索和语义检索等其他功能。完整的文档和软件可从网站http://biocreative.ifsm.umbc.edu/dyngo免费下载。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/359f/1199584/326c3eb8933c/1471-2105-6-201-1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验