Title :
A Semiautomatic Method to Achieve Independent and Intact Gene Ontology Slim (InitGO) and its Cytoscape Plugin Implementation
Author :
Liu, Qijun ; Wang, Zhenghua ; Sun, Hanchang ; Guo, Hao ; Liu, Wanlin ; Zhu, Yunping
Author_Institution :
Nat. Lab. for Parallel & Distrib. Process., Nat. Univ. of Deference & Technol., Changsha, China
Abstract :
To conduct a systemic analysis of biological networks function distribution and function modules, we present a semiautomatic method to achieve independent and intact GO slim (InitGO) based on graph operations and GO hierarchy structure. Our method is packed into a user-friendly Cytoscape plugin named InitGO. The application of InitGO to yeast transcriptional factors regulatory network shows that the network has function modularity, offering evidence that our method is effective for defining function modules. InitGO plugin and source codes are available on request from the authors.
Keywords :
biology computing; cellular biophysics; graph theory; ontologies (artificial intelligence); biological networks function distribution; biological networks function modules; cellular functions; cytoscape plugin; graph operations; independent gene ontology slim; intact gene ontology slim; semiautomatic method; yeast transcriptional factors regulatory network; Bioinformatics; Biological information theory; Data visualization; Distributed processing; Fungi; Independent component analysis; Laboratories; Ontologies; Systems biology; Transfer functions;
Conference_Titel :
Biomedical Engineering and Informatics, 2009. BMEI '09. 2nd International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4132-7
Electronic_ISBN :
978-1-4244-4134-1
DOI :
10.1109/BMEI.2009.5301665