A Review of Integration Strategies to Support Gene Regulatory Network Construction
Joint Authors
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-12-27
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Natural & Life Sciences (Multidisciplinary)
Medicine
Information Technology and Computer Science
Abstract EN
Gene regulatory network (GRN) construction is a central task of systems biology.
Integration of different data sources to infer and construct GRNs is an important consideration for the success of this effort.
In this paper, we will discuss distinctive strategies of data integration for GRN construction.
Basically, the process of integration of different data sources is divided into two phases: the first phase is collection of the required data and the second phase is data processing with advanced algorithms to infer the GRNs.
In this paper these two phases are called “structural integration” and “analytic integration,” respectively.
Compared with the nonintegration strategies, the integration strategies perform quite well and have better agreement with the experimental evidence.
American Psychological Association (APA)
Chen, Hailin& VanBuren, Vincent. 2012. A Review of Integration Strategies to Support Gene Regulatory Network Construction. The Scientific World Journal،Vol. 2012, no. 2012, pp.1-12.
https://search.emarefa.net/detail/BIM-472013
Modern Language Association (MLA)
Chen, Hailin& VanBuren, Vincent. A Review of Integration Strategies to Support Gene Regulatory Network Construction. The Scientific World Journal No. 2012 (2012), pp.1-12.
https://search.emarefa.net/detail/BIM-472013
American Medical Association (AMA)
Chen, Hailin& VanBuren, Vincent. A Review of Integration Strategies to Support Gene Regulatory Network Construction. The Scientific World Journal. 2012. Vol. 2012, no. 2012, pp.1-12.
https://search.emarefa.net/detail/BIM-472013
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-472013