GeNeCK: a web server for gene network construction and visualization

被引:36
|
作者
Zhang, Minzhe [1 ,2 ]
Li, Qiwei [1 ,2 ]
Yu, Donghyeon [3 ]
Yao, Bo [1 ,2 ]
Guo, Wei [4 ]
Xie, Yang [1 ,2 ,5 ]
Xiao, Guanghua [1 ,2 ,5 ]
机构
[1] Univ Texas Southwestern Med Ctr Dallas, Quantitat Biomed Res Ctr, 5323 Harry Hines Blvd, Dallas, TX 75390 USA
[2] Univ Texas Southwestern Med Ctr Dallas, Dept Clin Sci, 5323 Harry Hines Blvd, Dallas, TX 75390 USA
[3] Inha Univ, Dept Stat, Incheon, South Korea
[4] Univ Texas Southwestern Med Ctr Dallas, BioHPC Team, Lyda Hill Dept Bioinformat, 5323 Harry Hines Blvd, Dallas, TX 75390 USA
[5] Univ Texas Southwestern Med Ctr Dallas, Harold C Simmons Canc Ctr, 5323 Harry Hines Blvd, Dallas, TX 75390 USA
基金
美国国家卫生研究院; 新加坡国家研究基金会;
关键词
Gene network; Statistical method; Web server; Correlation; Likelihood; Bayesian; Mutual information; Ensemble; Hub gene; Visualization; REGULATORY NETWORKS; SELECTION; MODELS;
D O I
10.1186/s12859-018-2560-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundReverse engineering approaches to infer gene regulatory networks using computational methods are of great importance to annotate gene functionality and identify hub genes. Although various statistical algorithms have been proposed, development of computational tools to integrate results from different methods and user-friendly online tools is still lagging.ResultsWe developed a web server that efficiently constructs gene networks from expression data. It allows the user to use ten different network construction methods (such as partial correlation-, likelihood-, Bayesian- and mutual information-based methods) and integrates the resulting networks from multiple methods. Hub gene information, if available, can be incorporated to enhance performance.ConclusionsGeNeCK is an efficient and easy-to-use web application for gene regulatory network construction. It can be accessed at http://lce.biohpc.swmed.edu/geneck.
引用
收藏
页数:7
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